m1
knitr::opts_chunk$set(
echo = TRUE,
dev = "png",
dpi = 150,
fig.align = "center",
comment = NA
)
library(tidyverse)## ── Attaching packages ──────────────────────────────────────────────────────────────────── tidyverse 1.2.1 ──## ✔ ggplot2 3.2.1 ✔ purrr 0.3.2
## ✔ tibble 2.1.3 ✔ dplyr 0.8.3
## ✔ tidyr 0.8.3 ✔ stringr 1.4.0
## ✔ readr 1.3.1 ✔ forcats 0.4.0## ── Conflicts ─────────────────────────────────────────────────────────────────────── tidyverse_conflicts() ──
## ✖ dplyr::filter() masks stats::filter()
## ✖ dplyr::lag() masks stats::lag()library(rstan)## Loading required package: StanHeaders## rstan (Version 2.19.2, GitRev: 2e1f913d3ca3)## For execution on a local, multicore CPU with excess RAM we recommend calling
## options(mc.cores = parallel::detectCores()).
## To avoid recompilation of unchanged Stan programs, we recommend calling
## rstan_options(auto_write = TRUE)##
## Attaching package: 'rstan'## The following object is masked from 'package:tidyr':
##
## extractlibrary(coda)##
## Attaching package: 'coda'## The following object is masked from 'package:rstan':
##
## traceplotlibrary(shinystan)## Loading required package: shiny## Registered S3 method overwritten by 'xts':
## method from
## as.zoo.xts zoo##
## This is shinystan version 2.5.0library(ggplot2)
library(bayesplot)## This is bayesplot version 1.7.0## - Online documentation and vignettes at mc-stan.org/bayesplot## - bayesplot theme set to bayesplot::theme_default()## * Does _not_ affect other ggplot2 plots## * See ?bayesplot_theme_set for details on theme settingrstan_options(auto_write = TRUE)
options(mc.cores = parallel::detectCores())Model
\[ \begin{align*} \textrm{y} & \sim \textrm{Student-t}(\nu, \mu_{i}, \sigma) \\ \mu_{i} &= \alpha + \beta_{i} \times \textbf{X} \\ \nu & \sim \textrm{Gamma}(2, 1) \\ \sigma & \sim \textrm{Cauchy}(0, 2) \\ \alpha & \sim \textrm{Normal}(10, 50) \\ \beta_{i} & \sim \textrm{Normal}(\mu_{\beta_i}, 20) \\ \mu_{\beta_i} & \sim \textrm{Normal}(0, 30) \\ \end{align*} \]
stan_model_code <- "
// Data block
data {
int<lower=1> N; // Data size
int<lower=1> K; // Number of IndividualPredictors
matrix[N, K] X; // Predictor variable X by IndividualPredictor a.k.a. `predicted`
vector<lower=0>[N] Y; // Target variable Y a.k.a.`actual`
row_vector[K] x_hat; // New data from K * IndividualPredictor pipelines
}
// Parameters block
parameters {
real<lower=0> alpha; // Intercept
vector[K] beta; // IndividualPredictor Coefficients
vector[K] beta_mu; // IndividualPredictor Coefficients' mu
real<lower=0> sigma; // error
real<lower=0> nu; // Student t degrees of freedom
}
// Transformed Paramaters block
transformed parameters {
vector[N] mu;
mu = alpha + X * beta; // linear predictor
}
// Model block
model {
// hyper priors
beta_mu ~ normal(0, 30);
// priors
alpha ~ normal(10, 50);
beta ~ normal(beta_mu, 20);
sigma ~ cauchy(0, 2);
nu ~ gamma(2, 1);
// likelihood
Y ~ student_t(nu, mu, sigma);
}
// Generated quantities block
generated quantities {
vector[N] y_rep; // simulate data from the posterior
vector[N] log_lik; // log-likelihood posterior
real y_hat; // Forward prediction from new x_hat data
for (n in 1:N) {
y_rep[n] = student_t_rng(nu, mu[n], sigma);
}
for (n in 1:N) {
log_lik[n] = student_t_lpdf(Y[n] | nu, mu[n], sigma);
}
y_hat = student_t_rng(nu, alpha + x_hat * beta, sigma);
}
"
sm <- stan_model(model_code = stan_model_code)Data
Raw
raw_data <- readRDS('data.RDS')
str(raw_data)Classes 'tbl_df', 'tbl' and 'data.frame': 1460 obs. of 4 variables:
$ y : num 16.7 16.3 16.8 16.8 17.3 ...
$ x1: num 16.5 16.9 16.6 17 17.5 ...
$ x2: num 16.5 16.9 16.4 17.1 16.9 ...
$ x3: num 16.5 16.8 16.4 17.1 17.1 ...Prep
x_obs <- raw_data %>%
select(-y, x2, x3) %>%
mutate_all(list(~scale(.) %>% as.vector)) # Standardise X
y_obs <- raw_data %>% select(y)
N <- nrow(x_obs)
K <- ncol(x_obs)
x_hat <- rep(0, K) # This will contain your individual predictor point estimates when you are making a forward prediction, for now just set to 0
data <- list(N=N, K=K, X=x_obs, Y=y_obs$y, x_hat=x_hat)
str(data)List of 5
$ N : int 1460
$ K : int 3
$ X :Classes 'tbl_df', 'tbl' and 'data.frame': 1460 obs. of 3 variables:
..$ x1: num [1:1460] 1.31 1.45 1.34 1.47 1.63 ...
..$ x2: num [1:1460] 1.3 1.42 1.27 1.5 1.44 ...
..$ x3: num [1:1460] 1.33 1.42 1.28 1.51 1.51 ...
$ Y : num [1:1460] 16.7 16.3 16.8 16.8 17.3 ...
$ x_hat: num [1:3] 0 0 0Stan Fit
sf1 <- sampling(sm,
data = data,
iter = 2000,
warmup = 500)print(sf1, digits=3, prob=c(0.5, 0.67, 0.8, 0.9))Inference for Stan model: 81a88dbf4f0308f17acf72e0271e9d6f.
4 chains, each with iter=2000; warmup=500; thin=1;
post-warmup draws per chain=1500, total post-warmup draws=6000.
mean se_mean sd 50% 67% 80% 90%
alpha 12.305 0.000 0.004 12.305 12.307 12.309 12.310
beta[1] 0.630 0.002 0.098 0.630 0.673 0.714 0.752
beta[2] 0.656 0.002 0.112 0.654 0.705 0.751 0.800
beta[3] 1.906 0.002 0.123 1.904 1.960 2.010 2.063
beta_mu[1] 0.849 0.230 16.726 0.656 8.037 14.953 22.467
beta_mu[2] 0.554 0.225 16.499 0.589 7.572 14.385 21.919
beta_mu[3] 1.502 0.255 17.149 1.506 8.693 15.686 23.716
sigma 0.116 0.000 0.004 0.116 0.118 0.119 0.121
nu 2.701 0.003 0.209 2.689 2.786 2.875 2.972
mu[1] 16.518 0.000 0.008 16.518 16.522 16.525 16.528
mu[2] 16.856 0.000 0.009 16.857 16.860 16.864 16.867
mu[3] 16.413 0.000 0.010 16.413 16.417 16.421 16.425
mu[4] 17.099 0.000 0.009 17.099 17.103 17.106 17.111
mu[5] 17.154 0.000 0.019 17.154 17.162 17.169 17.177
mu[6] 17.695 0.000 0.011 17.695 17.700 17.704 17.709
mu[7] 17.353 0.000 0.016 17.352 17.359 17.366 17.373
mu[8] 17.636 0.000 0.022 17.636 17.646 17.655 17.664
mu[9] 17.353 0.000 0.009 17.353 17.357 17.360 17.364
mu[10] 17.805 0.000 0.010 17.805 17.809 17.813 17.818
mu[11] 18.015 0.000 0.010 18.015 18.019 18.023 18.028
mu[12] 19.149 0.000 0.012 19.148 19.154 19.158 19.164
mu[13] 18.957 0.000 0.010 18.957 18.962 18.966 18.971
mu[14] 18.431 0.000 0.010 18.431 18.435 18.440 18.444
mu[15] 17.507 0.000 0.022 17.507 17.516 17.525 17.535
mu[16] 16.885 0.000 0.008 16.885 16.889 16.892 16.896
mu[17] 17.201 0.000 0.014 17.201 17.207 17.213 17.219
mu[18] 17.468 0.000 0.010 17.468 17.473 17.477 17.482
mu[19] 17.200 0.000 0.009 17.200 17.204 17.208 17.212
mu[20] 16.483 0.000 0.010 16.483 16.488 16.492 16.497
mu[21] 16.243 0.000 0.008 16.243 16.247 16.250 16.254
mu[22] 16.388 0.000 0.007 16.388 16.392 16.394 16.398
mu[23] 16.345 0.000 0.009 16.346 16.349 16.353 16.356
mu[24] 16.839 0.000 0.008 16.839 16.843 16.846 16.850
mu[25] 16.932 0.000 0.008 16.932 16.936 16.939 16.943
mu[26] 16.190 0.000 0.011 16.189 16.194 16.199 16.204
mu[27] 16.060 0.000 0.010 16.060 16.065 16.069 16.073
mu[28] 15.847 0.000 0.013 15.847 15.853 15.858 15.864
mu[29] 15.438 0.000 0.007 15.438 15.441 15.444 15.447
mu[30] 15.238 0.000 0.009 15.238 15.242 15.245 15.249
mu[31] 15.318 0.000 0.010 15.318 15.322 15.326 15.331
mu[32] 14.676 0.000 0.009 14.677 14.681 14.684 14.688
mu[33] 14.153 0.000 0.006 14.153 14.156 14.158 14.161
mu[34] 13.936 0.000 0.005 13.936 13.938 13.941 13.943
mu[35] 13.227 0.000 0.017 13.227 13.235 13.242 13.249
mu[36] 13.172 0.000 0.006 13.172 13.175 13.177 13.180
mu[37] 13.612 0.000 0.008 13.612 13.616 13.619 13.623
mu[38] 14.811 0.000 0.021 14.811 14.820 14.829 14.838
mu[39] 15.224 0.000 0.006 15.224 15.227 15.230 15.233
mu[40] 14.791 0.000 0.007 14.791 14.794 14.797 14.800
mu[41] 14.687 0.000 0.006 14.687 14.690 14.692 14.695
mu[42] 14.896 0.000 0.007 14.896 14.899 14.902 14.905
mu[43] 14.754 0.000 0.006 14.754 14.757 14.759 14.762
mu[44] 15.228 0.000 0.009 15.228 15.232 15.235 15.239
mu[45] 14.632 0.000 0.007 14.632 14.635 14.638 14.641
mu[46] 13.768 0.000 0.008 13.768 13.772 13.775 13.779
mu[47] 13.607 0.000 0.009 13.607 13.611 13.614 13.618
mu[48] 13.807 0.000 0.007 13.807 13.810 13.813 13.816
mu[49] 14.500 0.000 0.010 14.500 14.504 14.508 14.512
mu[50] 14.939 0.000 0.009 14.939 14.943 14.946 14.950
mu[51] 15.013 0.000 0.009 15.013 15.017 15.021 15.025
mu[52] 14.403 0.000 0.010 14.403 14.408 14.411 14.416
mu[53] 14.243 0.000 0.005 14.243 14.245 14.247 14.250
mu[54] 14.324 0.000 0.006 14.323 14.326 14.328 14.331
mu[55] 14.238 0.000 0.010 14.238 14.243 14.246 14.251
mu[56] 14.327 0.000 0.005 14.327 14.329 14.331 14.334
mu[57] 14.504 0.000 0.009 14.504 14.508 14.512 14.516
mu[58] 14.717 0.000 0.006 14.717 14.720 14.722 14.725
mu[59] 14.121 0.000 0.006 14.122 14.124 14.127 14.129
mu[60] 13.949 0.000 0.006 13.948 13.951 13.953 13.956
mu[61] 13.081 0.000 0.018 13.081 13.089 13.096 13.104
mu[62] 13.040 0.000 0.005 13.040 13.042 13.044 13.047
mu[63] 14.165 0.000 0.006 14.165 14.168 14.170 14.173
mu[64] 13.979 0.000 0.005 13.979 13.982 13.984 13.987
mu[65] 13.577 0.000 0.006 13.577 13.580 13.582 13.585
mu[66] 13.284 0.000 0.005 13.284 13.286 13.288 13.290
mu[67] 13.389 0.000 0.005 13.389 13.391 13.393 13.395
mu[68] 13.559 0.000 0.006 13.559 13.562 13.564 13.566
mu[69] 13.876 0.000 0.009 13.876 13.880 13.883 13.887
mu[70] 14.028 0.000 0.007 14.028 14.031 14.034 14.037
mu[71] 13.819 0.000 0.008 13.819 13.822 13.826 13.829
mu[72] 12.895 0.000 0.010 12.895 12.900 12.904 12.908
mu[73] 12.347 0.000 0.005 12.347 12.349 12.351 12.354
mu[74] 12.263 0.000 0.004 12.263 12.265 12.267 12.269
mu[75] 12.192 0.000 0.005 12.192 12.194 12.196 12.198
mu[76] 12.929 0.000 0.007 12.929 12.932 12.935 12.938
mu[77] 12.957 0.000 0.004 12.956 12.958 12.960 12.962
mu[78] 12.857 0.000 0.005 12.857 12.858 12.860 12.863
mu[79] 12.402 0.000 0.005 12.402 12.405 12.407 12.409
mu[80] 12.385 0.000 0.007 12.385 12.388 12.391 12.394
mu[81] 12.342 0.000 0.004 12.342 12.344 12.345 12.347
mu[82] 12.498 0.000 0.004 12.498 12.499 12.501 12.503
mu[83] 12.692 0.000 0.005 12.692 12.694 12.696 12.698
mu[84] 12.951 0.000 0.008 12.952 12.955 12.958 12.962
mu[85] 12.614 0.000 0.005 12.614 12.616 12.618 12.620
mu[86] 12.098 0.000 0.008 12.098 12.102 12.105 12.108
mu[87] 12.838 0.000 0.009 12.838 12.842 12.845 12.849
mu[88] 13.122 0.000 0.005 13.122 13.124 13.126 13.128
mu[89] 13.078 0.000 0.006 13.078 13.080 13.083 13.086
mu[90] 13.798 0.000 0.010 13.798 13.803 13.806 13.811
mu[91] 13.807 0.000 0.006 13.807 13.810 13.812 13.814
mu[92] 13.457 0.000 0.005 13.457 13.459 13.461 13.463
mu[93] 13.142 0.000 0.005 13.142 13.144 13.146 13.148
mu[94] 13.381 0.000 0.005 13.381 13.383 13.386 13.388
mu[95] 13.386 0.000 0.006 13.386 13.388 13.391 13.394
mu[96] 13.593 0.000 0.007 13.593 13.596 13.599 13.602
mu[97] 13.745 0.000 0.005 13.745 13.747 13.749 13.752
mu[98] 13.496 0.000 0.006 13.496 13.499 13.501 13.504
mu[99] 13.028 0.000 0.005 13.028 13.030 13.032 13.034
mu[100] 12.808 0.000 0.004 12.808 12.810 12.812 12.814
mu[101] 12.782 0.000 0.009 12.782 12.786 12.789 12.793
mu[102] 13.188 0.000 0.006 13.188 13.191 13.193 13.196
mu[103] 14.146 0.000 0.005 14.146 14.148 14.150 14.153
mu[104] 13.699 0.000 0.012 13.699 13.704 13.709 13.714
mu[105] 13.466 0.000 0.006 13.466 13.469 13.471 13.474
mu[106] 13.370 0.000 0.006 13.370 13.372 13.374 13.377
mu[107] 12.882 0.000 0.005 12.882 12.884 12.886 12.888
mu[108] 12.945 0.000 0.006 12.945 12.947 12.949 12.952
mu[109] 13.480 0.000 0.006 13.480 13.483 13.485 13.488
mu[110] 13.411 0.000 0.008 13.411 13.414 13.417 13.421
mu[111] 12.859 0.000 0.005 12.859 12.861 12.863 12.866
mu[112] 12.795 0.000 0.006 12.795 12.798 12.800 12.803
mu[113] 11.870 0.000 0.010 11.870 11.874 11.878 11.882
mu[114] 11.384 0.000 0.004 11.384 11.386 11.388 11.389
mu[115] 11.569 0.000 0.007 11.569 11.572 11.575 11.578
mu[116] 12.099 0.000 0.011 12.099 12.104 12.108 12.113
mu[117] 12.087 0.000 0.008 12.087 12.090 12.093 12.097
mu[118] 11.673 0.000 0.005 11.673 11.675 11.677 11.679
mu[119] 11.545 0.000 0.005 11.545 11.547 11.549 11.551
mu[120] 11.196 0.000 0.004 11.196 11.198 11.200 11.202
mu[121] 11.171 0.000 0.005 11.171 11.173 11.174 11.176
mu[122] 11.618 0.000 0.006 11.618 11.621 11.623 11.626
mu[123] 11.981 0.000 0.005 11.981 11.983 11.985 11.987
mu[124] 12.081 0.000 0.004 12.081 12.083 12.085 12.087
mu[125] 11.971 0.000 0.010 11.971 11.976 11.980 11.984
mu[126] 11.473 0.000 0.007 11.473 11.476 11.479 11.481
mu[127] 11.108 0.000 0.007 11.109 11.111 11.114 11.117
mu[128] 11.233 0.000 0.005 11.233 11.235 11.237 11.239
mu[129] 11.295 0.000 0.006 11.294 11.297 11.300 11.303
mu[130] 11.476 0.000 0.005 11.476 11.478 11.480 11.482
mu[131] 11.443 0.000 0.004 11.443 11.445 11.447 11.448
mu[132] 10.860 0.000 0.006 10.860 10.863 10.865 10.867
mu[133] 10.565 0.000 0.007 10.565 10.568 10.570 10.573
mu[134] 10.694 0.000 0.004 10.694 10.696 10.698 10.700
mu[135] 10.908 0.000 0.004 10.908 10.910 10.912 10.914
mu[136] 10.783 0.000 0.005 10.783 10.785 10.787 10.790
mu[137] 11.538 0.000 0.008 11.538 11.541 11.545 11.548
mu[138] 11.512 0.000 0.007 11.512 11.515 11.518 11.521
mu[139] 11.080 0.000 0.004 11.080 11.082 11.083 11.085
mu[140] 10.816 0.000 0.005 10.816 10.819 10.821 10.823
mu[141] 11.649 0.000 0.010 11.649 11.654 11.658 11.663
mu[142] 11.245 0.000 0.007 11.245 11.248 11.251 11.254
mu[143] 11.356 0.000 0.004 11.356 11.358 11.360 11.362
mu[144] 11.296 0.000 0.004 11.296 11.298 11.300 11.301
mu[145] 10.535 0.000 0.008 10.535 10.538 10.542 10.545
mu[146] 10.247 0.000 0.004 10.247 10.249 10.251 10.253
mu[147] 10.276 0.000 0.006 10.276 10.278 10.281 10.283
mu[148] 10.647 0.000 0.005 10.647 10.649 10.651 10.653
mu[149] 10.580 0.000 0.005 10.580 10.583 10.585 10.587
mu[150] 10.847 0.000 0.004 10.847 10.849 10.850 10.852
mu[151] 10.706 0.000 0.006 10.706 10.709 10.712 10.715
mu[152] 10.657 0.000 0.006 10.657 10.660 10.662 10.665
mu[153] 10.191 0.000 0.006 10.191 10.194 10.196 10.199
mu[154] 10.025 0.000 0.005 10.025 10.028 10.030 10.032
mu[155] 10.195 0.000 0.005 10.195 10.197 10.199 10.201
mu[156] 10.901 0.000 0.010 10.901 10.905 10.909 10.913
mu[157] 11.185 0.000 0.008 11.185 11.188 11.191 11.195
mu[158] 11.322 0.000 0.005 11.322 11.324 11.326 11.328
mu[159] 11.182 0.000 0.005 11.182 11.184 11.186 11.189
mu[160] 10.452 0.000 0.007 10.452 10.455 10.458 10.460
mu[161] 10.278 0.000 0.005 10.278 10.280 10.282 10.285
mu[162] 10.778 0.000 0.006 10.778 10.781 10.783 10.786
mu[163] 10.900 0.000 0.004 10.900 10.902 10.904 10.906
mu[164] 10.840 0.000 0.007 10.840 10.843 10.846 10.849
mu[165] 10.801 0.000 0.004 10.801 10.803 10.805 10.807
mu[166] 10.921 0.000 0.007 10.921 10.925 10.928 10.931
mu[167] 10.721 0.000 0.004 10.721 10.723 10.725 10.726
mu[168] 10.622 0.000 0.005 10.622 10.624 10.626 10.628
mu[169] 13.295 0.000 0.027 13.295 13.307 13.318 13.330
mu[170] 17.483 0.001 0.085 17.483 17.520 17.555 17.591
mu[171] 16.488 0.000 0.012 16.488 16.494 16.499 16.504
mu[172] 16.662 0.000 0.012 16.662 16.667 16.672 16.677
mu[173] 16.930 0.000 0.013 16.930 16.935 16.940 16.946
mu[174] 16.992 0.000 0.010 16.992 16.997 17.000 17.005
mu[175] 17.586 0.000 0.018 17.585 17.594 17.601 17.609
mu[176] 17.874 0.000 0.015 17.873 17.880 17.886 17.893
mu[177] 17.225 0.000 0.013 17.225 17.231 17.236 17.242
mu[178] 17.399 0.000 0.010 17.399 17.403 17.407 17.411
mu[179] 17.614 0.000 0.020 17.614 17.623 17.631 17.640
mu[180] 17.372 0.000 0.016 17.372 17.379 17.385 17.392
mu[181] 17.204 0.000 0.010 17.204 17.208 17.212 17.217
mu[182] 17.251 0.000 0.012 17.251 17.256 17.261 17.267
mu[183] 16.880 0.000 0.012 16.880 16.885 16.890 16.896
mu[184] 17.331 0.000 0.015 17.331 17.337 17.343 17.350
mu[185] 17.518 0.000 0.010 17.518 17.523 17.527 17.531
mu[186] 17.102 0.000 0.010 17.102 17.107 17.111 17.116
mu[187] 17.119 0.000 0.011 17.120 17.124 17.128 17.133
mu[188] 17.099 0.000 0.008 17.099 17.103 17.106 17.110
mu[189] 17.546 0.000 0.013 17.546 17.551 17.557 17.562
mu[190] 17.674 0.000 0.010 17.674 17.679 17.683 17.687
mu[191] 18.713 0.000 0.029 18.712 18.726 18.738 18.750
mu[192] 17.262 0.001 0.058 17.262 17.288 17.312 17.336
mu[193] 14.333 0.000 0.014 14.333 14.339 14.345 14.351
mu[194] 14.203 0.000 0.011 14.203 14.208 14.213 14.218
mu[195] 13.819 0.000 0.007 13.819 13.822 13.825 13.828
mu[196] 13.127 0.000 0.014 13.127 13.133 13.138 13.144
mu[197] 12.910 0.000 0.005 12.910 12.912 12.914 12.916
mu[198] 13.217 0.000 0.012 13.217 13.222 13.226 13.231
mu[199] 13.946 0.000 0.011 13.946 13.951 13.955 13.960
mu[200] 13.917 0.000 0.007 13.917 13.921 13.924 13.927
mu[201] 13.635 0.000 0.005 13.635 13.637 13.639 13.641
mu[202] 13.166 0.000 0.005 13.166 13.168 13.170 13.172
mu[203] 13.043 0.000 0.005 13.043 13.046 13.048 13.051
mu[204] 14.413 0.000 0.018 14.413 14.421 14.428 14.435
mu[205] 15.542 0.000 0.011 15.542 15.546 15.550 15.555
mu[206] 15.467 0.000 0.013 15.467 15.473 15.477 15.483
mu[207] 15.141 0.000 0.006 15.141 15.144 15.147 15.149
mu[208] 15.172 0.000 0.006 15.172 15.175 15.177 15.180
mu[209] 14.741 0.000 0.011 14.741 14.746 14.750 14.755
mu[210] 14.793 0.000 0.009 14.793 14.797 14.801 14.805
mu[211] 14.833 0.000 0.009 14.833 14.837 14.840 14.844
mu[212] 14.938 0.000 0.006 14.938 14.941 14.943 14.946
mu[213] 14.460 0.000 0.009 14.460 14.464 14.468 14.472
mu[214] 14.068 0.000 0.005 14.068 14.071 14.073 14.075
mu[215] 13.640 0.000 0.007 13.640 13.643 13.646 13.650
mu[216] 13.438 0.001 0.033 13.437 13.452 13.466 13.480
mu[217] 13.553 0.000 0.008 13.553 13.557 13.560 13.564
mu[218] 14.086 0.000 0.009 14.086 14.090 14.094 14.098
mu[219] 14.360 0.000 0.006 14.360 14.363 14.365 14.368
mu[220] 14.188 0.000 0.006 14.188 14.191 14.193 14.195
mu[221] 13.749 0.000 0.007 13.749 13.752 13.755 13.758
mu[222] 13.143 0.000 0.009 13.143 13.146 13.150 13.154
mu[223] 13.167 0.000 0.005 13.167 13.169 13.171 13.174
mu[224] 13.167 0.000 0.007 13.167 13.170 13.173 13.176
mu[225] 13.614 0.000 0.011 13.614 13.619 13.623 13.628
mu[226] 13.288 0.000 0.017 13.288 13.295 13.302 13.310
mu[227] 12.715 0.000 0.007 12.715 12.718 12.721 12.724
mu[228] 11.942 0.000 0.009 11.942 11.946 11.950 11.954
mu[229] 11.721 0.000 0.005 11.721 11.723 11.724 11.727
mu[230] 11.504 0.000 0.008 11.504 11.508 11.511 11.514
mu[231] 11.645 0.000 0.005 11.645 11.648 11.650 11.652
mu[232] 12.613 0.000 0.012 12.613 12.618 12.623 12.628
mu[233] 12.605 0.000 0.005 12.605 12.607 12.609 12.612
mu[234] 12.141 0.000 0.005 12.141 12.143 12.145 12.147
mu[235] 12.362 0.000 0.007 12.362 12.365 12.368 12.371
mu[236] 12.603 0.000 0.007 12.602 12.606 12.608 12.611
mu[237] 12.651 0.000 0.006 12.651 12.654 12.656 12.659
mu[238] 12.611 0.000 0.004 12.611 12.613 12.615 12.617
mu[239] 13.478 0.000 0.005 13.478 13.480 13.482 13.484
mu[240] 14.044 0.000 0.007 14.044 14.047 14.050 14.053
mu[241] 13.519 0.000 0.005 13.519 13.522 13.524 13.526
mu[242] 13.452 0.000 0.008 13.452 13.455 13.459 13.462
mu[243] 13.521 0.000 0.006 13.521 13.523 13.525 13.528
mu[244] 13.556 0.000 0.007 13.556 13.559 13.562 13.565
mu[245] 13.855 0.000 0.007 13.855 13.859 13.862 13.865
mu[246] 14.447 0.000 0.011 14.447 14.452 14.456 14.461
mu[247] 14.064 0.000 0.006 14.064 14.067 14.070 14.073
mu[248] 13.690 0.000 0.005 13.689 13.692 13.694 13.696
mu[249] 13.836 0.000 0.007 13.836 13.839 13.842 13.846
mu[250] 13.533 0.000 0.006 13.533 13.535 13.538 13.540
mu[251] 14.154 0.000 0.008 14.154 14.157 14.160 14.164
mu[252] 14.540 0.000 0.009 14.540 14.544 14.547 14.551
mu[253] 14.558 0.000 0.006 14.557 14.560 14.563 14.565
mu[254] 14.148 0.000 0.005 14.148 14.150 14.152 14.155
mu[255] 13.736 0.000 0.007 13.736 13.740 13.743 13.746
mu[256] 13.702 0.000 0.007 13.701 13.705 13.708 13.711
mu[257] 13.946 0.000 0.008 13.946 13.950 13.953 13.957
mu[258] 13.935 0.000 0.008 13.935 13.938 13.941 13.945
mu[259] 13.621 0.000 0.007 13.621 13.624 13.627 13.630
mu[260] 13.595 0.000 0.006 13.595 13.598 13.600 13.602
mu[261] 13.513 0.000 0.005 13.513 13.515 13.517 13.519
mu[262] 12.414 0.000 0.015 12.414 12.421 12.427 12.434
mu[263] 12.124 0.000 0.008 12.124 12.128 12.131 12.135
mu[264] 12.368 0.000 0.004 12.368 12.370 12.372 12.374
mu[265] 12.454 0.000 0.005 12.454 12.456 12.458 12.460
mu[266] 13.435 0.000 0.012 13.435 13.440 13.445 13.450
mu[267] 13.168 0.000 0.005 13.168 13.170 13.172 13.174
mu[268] 12.711 0.000 0.005 12.711 12.713 12.715 12.717
mu[269] 12.580 0.000 0.007 12.580 12.583 12.586 12.589
mu[270] 13.037 0.000 0.010 13.037 13.042 13.046 13.051
mu[271] 13.537 0.000 0.006 13.537 13.540 13.542 13.545
mu[272] 13.755 0.000 0.006 13.755 13.758 13.760 13.763
mu[273] 13.564 0.000 0.005 13.564 13.567 13.569 13.571
mu[274] 13.471 0.000 0.008 13.471 13.475 13.478 13.481
mu[275] 12.818 0.000 0.004 12.817 12.819 12.821 12.823
mu[276] 12.657 0.000 0.008 12.657 12.660 12.663 12.667
mu[277] 12.704 0.000 0.006 12.704 12.707 12.709 12.712
mu[278] 12.865 0.000 0.004 12.865 12.867 12.869 12.871
mu[279] 12.851 0.000 0.006 12.851 12.854 12.856 12.859
mu[280] 12.915 0.000 0.005 12.915 12.917 12.919 12.922
mu[281] 12.805 0.000 0.005 12.805 12.807 12.809 12.811
mu[282] 12.628 0.000 0.005 12.628 12.630 12.632 12.634
mu[283] 13.242 0.000 0.005 13.242 13.244 13.246 13.248
mu[284] 13.079 0.000 0.005 13.079 13.081 13.083 13.086
mu[285] 13.583 0.000 0.005 13.583 13.586 13.588 13.590
mu[286] 13.684 0.000 0.007 13.684 13.687 13.689 13.692
mu[287] 13.486 0.000 0.005 13.486 13.488 13.490 13.493
mu[288] 13.206 0.000 0.005 13.206 13.208 13.210 13.212
mu[289] 12.823 0.000 0.005 12.823 12.825 12.828 12.830
mu[290] 12.732 0.000 0.005 12.732 12.734 12.737 12.739
mu[291] 12.898 0.000 0.005 12.898 12.900 12.902 12.905
mu[292] 13.058 0.000 0.004 13.058 13.060 13.062 13.064
mu[293] 12.805 0.000 0.009 12.805 12.809 12.813 12.816
mu[294] 12.635 0.000 0.005 12.635 12.637 12.639 12.641
mu[295] 12.949 0.000 0.004 12.949 12.951 12.953 12.955
mu[296] 13.472 0.000 0.008 13.472 13.476 13.479 13.483
mu[297] 13.174 0.000 0.014 13.174 13.180 13.186 13.191
mu[298] 14.521 0.000 0.008 14.521 14.525 14.528 14.532
mu[299] 14.644 0.000 0.006 14.644 14.646 14.649 14.651
mu[300] 14.936 0.000 0.008 14.936 14.940 14.944 14.947
mu[301] 14.884 0.000 0.006 14.884 14.887 14.889 14.892
mu[302] 14.883 0.000 0.006 14.883 14.886 14.888 14.891
mu[303] 14.779 0.000 0.006 14.779 14.781 14.783 14.786
mu[304] 14.883 0.000 0.008 14.883 14.887 14.890 14.893
mu[305] 14.857 0.000 0.007 14.857 14.860 14.863 14.866
mu[306] 14.620 0.000 0.007 14.620 14.623 14.625 14.628
mu[307] 14.637 0.000 0.006 14.637 14.640 14.643 14.645
mu[308] 14.618 0.000 0.007 14.618 14.621 14.623 14.626
mu[309] 15.558 0.000 0.008 15.558 15.561 15.565 15.568
mu[310] 16.011 0.000 0.008 16.011 16.014 16.017 16.021
mu[311] 15.765 0.000 0.010 15.765 15.769 15.774 15.778
mu[312] 15.706 0.000 0.008 15.706 15.709 15.713 15.716
mu[313] 15.866 0.000 0.007 15.866 15.869 15.872 15.875
mu[314] 15.689 0.000 0.007 15.689 15.692 15.695 15.698
mu[315] 15.351 0.000 0.009 15.351 15.355 15.358 15.362
mu[316] 15.220 0.000 0.007 15.220 15.223 15.226 15.229
mu[317] 14.910 0.000 0.007 14.909 14.913 14.915 14.919
mu[318] 14.714 0.000 0.006 14.714 14.716 14.719 14.721
mu[319] 14.815 0.000 0.007 14.815 14.818 14.821 14.824
mu[320] 14.071 0.000 0.017 14.071 14.078 14.085 14.092
mu[321] 13.142 0.000 0.018 13.142 13.150 13.157 13.165
mu[322] 13.083 0.000 0.006 13.083 13.085 13.088 13.091
mu[323] 12.590 0.000 0.007 12.590 12.593 12.596 12.599
mu[324] 12.822 0.000 0.006 12.822 12.824 12.827 12.830
mu[325] 13.133 0.000 0.005 13.133 13.136 13.138 13.140
mu[326] 13.245 0.000 0.009 13.244 13.248 13.252 13.256
mu[327] 13.572 0.000 0.008 13.572 13.575 13.578 13.581
mu[328] 13.498 0.000 0.005 13.498 13.500 13.502 13.505
mu[329] 13.518 0.000 0.005 13.518 13.521 13.523 13.525
mu[330] 13.545 0.000 0.005 13.545 13.548 13.550 13.552
mu[331] 13.579 0.000 0.006 13.579 13.582 13.585 13.587
mu[332] 12.898 0.000 0.012 12.898 12.904 12.909 12.914
mu[333] 13.470 0.000 0.017 13.470 13.477 13.484 13.491
mu[334] 13.613 0.000 0.012 13.613 13.618 13.622 13.628
mu[335] 13.407 0.000 0.008 13.407 13.411 13.414 13.418
mu[336] 13.209 0.000 0.005 13.209 13.211 13.213 13.216
mu[337] 13.179 0.000 0.005 13.179 13.181 13.183 13.185
mu[338] 13.698 0.000 0.009 13.697 13.701 13.705 13.708
mu[339] 13.880 0.000 0.005 13.880 13.882 13.884 13.886
mu[340] 14.155 0.000 0.006 14.155 14.158 14.160 14.163
mu[341] 13.817 0.000 0.007 13.817 13.820 13.823 13.826
mu[342] 13.949 0.000 0.006 13.949 13.951 13.954 13.957
mu[343] 14.223 0.000 0.006 14.223 14.226 14.228 14.231
mu[344] 14.034 0.000 0.006 14.034 14.037 14.039 14.042
mu[345] 14.256 0.000 0.008 14.256 14.259 14.262 14.266
mu[346] 14.523 0.000 0.006 14.523 14.526 14.528 14.531
mu[347] 14.060 0.000 0.007 14.061 14.063 14.066 14.069
mu[348] 13.992 0.000 0.007 13.991 13.994 13.997 14.000
mu[349] 13.811 0.000 0.008 13.811 13.815 13.818 13.822
mu[350] 13.889 0.000 0.006 13.889 13.892 13.894 13.896
mu[351] 13.984 0.000 0.006 13.984 13.986 13.989 13.991
mu[352] 14.450 0.000 0.009 14.450 14.454 14.457 14.461
mu[353] 14.475 0.000 0.013 14.475 14.481 14.486 14.492
mu[354] 15.325 0.000 0.009 15.324 15.329 15.333 15.337
mu[355] 15.353 0.000 0.007 15.353 15.356 15.358 15.362
mu[356] 15.400 0.000 0.007 15.400 15.403 15.406 15.409
mu[357] 17.348 0.000 0.029 17.347 17.360 17.372 17.385
mu[358] 19.070 0.000 0.013 19.070 19.076 19.081 19.087
mu[359] 18.206 0.000 0.010 18.206 18.211 18.215 18.219
mu[360] 19.037 0.000 0.014 19.037 19.043 19.048 19.054
mu[361] 18.970 0.000 0.014 18.970 18.976 18.981 18.987
mu[362] 19.091 0.000 0.012 19.091 19.096 19.100 19.105
mu[363] 20.081 0.000 0.012 20.081 20.086 20.091 20.096
mu[364] 20.473 0.000 0.013 20.473 20.479 20.484 20.490
mu[365] 20.080 0.000 0.017 20.080 20.088 20.094 20.102
mu[366] 20.308 0.000 0.013 20.308 20.314 20.319 20.324
mu[367] 21.048 0.000 0.014 21.048 21.054 21.060 21.066
mu[368] 20.942 0.000 0.015 20.942 20.949 20.955 20.962
mu[369] 21.425 0.000 0.015 21.425 21.431 21.437 21.444
mu[370] 21.806 0.000 0.015 21.806 21.813 21.819 21.826
mu[371] 21.367 0.000 0.014 21.367 21.373 21.379 21.385
mu[372] 21.955 0.000 0.019 21.955 21.963 21.971 21.979
mu[373] 22.188 0.000 0.015 22.188 22.195 22.201 22.207
mu[374] 21.921 0.000 0.017 21.921 21.928 21.936 21.943
mu[375] 21.957 0.000 0.015 21.957 21.964 21.970 21.976
mu[376] 22.062 0.000 0.015 22.062 22.069 22.075 22.082
mu[377] 21.948 0.000 0.017 21.948 21.955 21.962 21.969
mu[378] 21.894 0.000 0.015 21.894 21.900 21.907 21.914
mu[379] 21.577 0.000 0.016 21.577 21.584 21.591 21.598
mu[380] 19.545 0.001 0.038 19.545 19.561 19.577 19.593
mu[381] 19.963 0.000 0.014 19.963 19.968 19.974 19.980
mu[382] 20.665 0.000 0.013 20.665 20.670 20.676 20.681
mu[383] 20.308 0.000 0.018 20.308 20.316 20.323 20.332
mu[384] 20.002 0.000 0.012 20.002 20.007 20.012 20.017
mu[385] 19.798 0.000 0.014 19.798 19.804 19.810 19.816
mu[386] 19.358 0.000 0.016 19.358 19.365 19.371 19.378
mu[387] 19.855 0.000 0.015 19.855 19.862 19.868 19.874
mu[388] 20.342 0.000 0.015 20.342 20.349 20.355 20.361
mu[389] 20.023 0.000 0.013 20.023 20.029 20.034 20.040
mu[390] 19.468 0.000 0.012 19.468 19.474 19.478 19.484
mu[391] 19.285 0.000 0.011 19.285 19.290 19.294 19.299
mu[392] 18.602 0.000 0.014 18.602 18.609 18.614 18.621
mu[393] 18.923 0.000 0.012 18.923 18.929 18.934 18.939
mu[394] 18.944 0.000 0.011 18.944 18.949 18.953 18.958
mu[395] 18.587 0.000 0.011 18.587 18.592 18.596 18.601
mu[396] 18.102 0.000 0.010 18.102 18.106 18.110 18.115
mu[397] 18.033 0.000 0.012 18.033 18.038 18.043 18.048
mu[398] 18.032 0.000 0.011 18.032 18.037 18.041 18.046
mu[399] 17.903 0.000 0.014 17.904 17.909 17.915 17.921
mu[400] 17.503 0.000 0.010 17.503 17.507 17.511 17.515
mu[401] 17.694 0.000 0.015 17.694 17.700 17.707 17.713
mu[402] 17.574 0.000 0.009 17.574 17.577 17.581 17.585
mu[403] 17.274 0.000 0.011 17.274 17.279 17.283 17.288
mu[404] 16.750 0.000 0.010 16.750 16.755 16.758 16.763
mu[405] 15.959 0.000 0.011 15.959 15.964 15.969 15.974
mu[406] 16.085 0.000 0.011 16.085 16.090 16.094 16.099
mu[407] 16.398 0.000 0.008 16.398 16.401 16.405 16.408
mu[408] 16.213 0.000 0.010 16.213 16.217 16.221 16.225
mu[409] 15.952 0.000 0.009 15.952 15.957 15.960 15.964
mu[410] 15.378 0.000 0.014 15.378 15.384 15.389 15.396
mu[411] 15.153 0.000 0.007 15.153 15.156 15.159 15.162
mu[412] 15.324 0.000 0.007 15.324 15.328 15.331 15.334
mu[413] 15.324 0.000 0.007 15.324 15.327 15.330 15.333
mu[414] 15.032 0.000 0.007 15.032 15.035 15.038 15.041
mu[415] 14.971 0.000 0.007 14.971 14.974 14.977 14.980
mu[416] 15.121 0.000 0.007 15.121 15.125 15.127 15.131
mu[417] 14.828 0.000 0.006 14.828 14.830 14.833 14.835
mu[418] 15.065 0.000 0.008 15.065 15.068 15.072 15.075
mu[419] 16.067 0.000 0.007 16.067 16.070 16.073 16.077
mu[420] 15.864 0.000 0.007 15.864 15.867 15.870 15.873
mu[421] 15.652 0.000 0.008 15.652 15.656 15.659 15.662
mu[422] 15.280 0.000 0.007 15.280 15.283 15.285 15.288
mu[423] 14.926 0.000 0.007 14.926 14.929 14.932 14.935
mu[424] 15.436 0.000 0.008 15.436 15.440 15.443 15.447
mu[425] 15.897 0.000 0.020 15.898 15.907 15.915 15.923
mu[426] 15.893 0.000 0.012 15.893 15.899 15.903 15.909
mu[427] 15.905 0.000 0.008 15.905 15.909 15.912 15.915
mu[428] 16.017 0.000 0.009 16.017 16.021 16.024 16.028
mu[429] 15.719 0.000 0.007 15.719 15.722 15.725 15.729
mu[430] 15.790 0.000 0.007 15.790 15.793 15.796 15.799
mu[431] 16.133 0.000 0.009 16.133 16.137 16.141 16.145
mu[432] 15.921 0.000 0.008 15.921 15.925 15.928 15.932
mu[433] 16.178 0.000 0.013 16.178 16.184 16.189 16.195
mu[434] 16.469 0.000 0.008 16.469 16.473 16.476 16.480
mu[435] 16.177 0.000 0.012 16.177 16.182 16.187 16.192
mu[436] 15.904 0.000 0.008 15.904 15.908 15.911 15.915
mu[437] 16.312 0.000 0.008 16.312 16.315 16.319 16.322
mu[438] 15.917 0.000 0.007 15.917 15.920 15.923 15.926
mu[439] 15.719 0.000 0.008 15.720 15.723 15.726 15.730
mu[440] 15.768 0.000 0.008 15.768 15.772 15.775 15.778
mu[441] 15.634 0.000 0.012 15.634 15.639 15.644 15.649
mu[442] 15.285 0.000 0.009 15.285 15.289 15.292 15.296
mu[443] 15.504 0.000 0.007 15.504 15.507 15.510 15.513
mu[444] 15.176 0.000 0.006 15.176 15.178 15.181 15.184
mu[445] 15.123 0.000 0.007 15.123 15.126 15.129 15.132
mu[446] 15.730 0.000 0.011 15.730 15.735 15.740 15.745
mu[447] 15.678 0.000 0.008 15.678 15.682 15.685 15.688
mu[448] 14.710 0.000 0.013 14.710 14.715 14.720 14.726
mu[449] 14.871 0.000 0.008 14.871 14.875 14.878 14.881
mu[450] 14.669 0.000 0.008 14.669 14.672 14.675 14.679
mu[451] 14.439 0.000 0.008 14.438 14.442 14.446 14.449
mu[452] 14.350 0.000 0.006 14.350 14.353 14.355 14.358
mu[453] 13.995 0.000 0.005 13.995 13.997 13.999 14.002
mu[454] 13.627 0.000 0.010 13.627 13.632 13.636 13.640
mu[455] 14.833 0.000 0.017 14.833 14.840 14.847 14.855
mu[456] 14.888 0.000 0.016 14.889 14.895 14.902 14.909
mu[457] 14.729 0.000 0.006 14.729 14.732 14.734 14.737
mu[458] 14.865 0.000 0.006 14.865 14.868 14.870 14.873
mu[459] 14.943 0.000 0.009 14.943 14.947 14.950 14.954
mu[460] 14.448 0.000 0.008 14.448 14.452 14.455 14.459
mu[461] 14.810 0.000 0.008 14.809 14.813 14.816 14.820
mu[462] 14.568 0.000 0.006 14.568 14.571 14.573 14.576
mu[463] 14.139 0.000 0.006 14.139 14.142 14.144 14.147
mu[464] 14.125 0.000 0.008 14.125 14.128 14.131 14.134
mu[465] 13.838 0.000 0.006 13.838 13.840 13.843 13.846
mu[466] 13.844 0.000 0.005 13.844 13.846 13.848 13.850
mu[467] 15.417 0.000 0.020 15.417 15.426 15.433 15.443
mu[468] 15.062 0.000 0.007 15.062 15.065 15.067 15.070
mu[469] 15.240 0.000 0.012 15.240 15.245 15.250 15.255
mu[470] 15.698 0.000 0.013 15.698 15.704 15.708 15.714
mu[471] 15.969 0.000 0.010 15.969 15.974 15.978 15.982
mu[472] 15.623 0.000 0.013 15.623 15.628 15.634 15.640
mu[473] 19.090 0.000 0.016 19.090 19.097 19.104 19.111
mu[474] 22.136 0.001 0.034 22.136 22.151 22.164 22.179
mu[475] 21.793 0.000 0.017 21.792 21.800 21.807 21.815
mu[476] 21.831 0.000 0.015 21.831 21.838 21.844 21.850
mu[477] 21.575 0.000 0.015 21.575 21.582 21.587 21.594
mu[478] 20.610 0.000 0.020 20.610 20.618 20.626 20.635
mu[479] 21.447 0.000 0.020 21.447 21.456 21.464 21.473
mu[480] 21.242 0.000 0.016 21.242 21.249 21.255 21.262
mu[481] 21.087 0.000 0.014 21.087 21.093 21.099 21.105
mu[482] 21.021 0.000 0.015 21.022 21.028 21.034 21.040
mu[483] 21.283 0.000 0.018 21.283 21.290 21.297 21.305
mu[484] 21.326 0.000 0.014 21.326 21.332 21.337 21.344
mu[485] 21.595 0.000 0.014 21.595 21.601 21.607 21.613
mu[486] 21.794 0.000 0.014 21.794 21.800 21.806 21.812
mu[487] 21.415 0.000 0.018 21.415 21.423 21.430 21.438
mu[488] 22.385 0.000 0.016 22.385 22.392 22.399 22.406
mu[489] 22.164 0.000 0.016 22.164 22.171 22.178 22.185
mu[490] 21.454 0.000 0.020 21.454 21.463 21.471 21.480
mu[491] 21.499 0.000 0.015 21.499 21.506 21.512 21.518
mu[492] 21.202 0.000 0.014 21.202 21.208 21.214 21.220
mu[493] 20.766 0.000 0.014 20.766 20.772 20.777 20.784
mu[494] 21.132 0.000 0.014 21.132 21.138 21.144 21.150
mu[495] 20.981 0.000 0.017 20.981 20.988 20.995 21.002
mu[496] 19.072 0.000 0.034 19.072 19.086 19.100 19.115
mu[497] 15.848 0.000 0.020 15.848 15.857 15.866 15.874
mu[498] 16.444 0.001 0.056 16.444 16.469 16.492 16.515
mu[499] 16.641 0.001 0.043 16.641 16.659 16.677 16.697
mu[500] 15.704 0.000 0.010 15.704 15.709 15.713 15.717
mu[501] 15.852 0.000 0.008 15.852 15.855 15.859 15.862
mu[502] 15.440 0.000 0.013 15.440 15.446 15.451 15.457
mu[503] 15.630 0.000 0.007 15.630 15.633 15.636 15.639
mu[504] 15.652 0.000 0.008 15.653 15.656 15.659 15.662
mu[505] 15.262 0.000 0.008 15.263 15.266 15.269 15.272
mu[506] 14.948 0.000 0.010 14.948 14.953 14.956 14.960
mu[507] 14.783 0.000 0.008 14.783 14.786 14.789 14.793
mu[508] 14.199 0.000 0.014 14.199 14.205 14.211 14.217
mu[509] 14.492 0.000 0.009 14.492 14.496 14.500 14.504
mu[510] 14.138 0.000 0.009 14.138 14.142 14.146 14.150
mu[511] 13.567 0.000 0.007 13.567 13.570 13.573 13.576
mu[512] 13.699 0.000 0.008 13.699 13.703 13.706 13.709
mu[513] 13.268 0.000 0.010 13.268 13.273 13.276 13.281
mu[514] 12.843 0.000 0.008 12.843 12.846 12.850 12.853
mu[515] 12.880 0.000 0.005 12.880 12.882 12.884 12.886
mu[516] 13.200 0.000 0.007 13.199 13.203 13.205 13.208
mu[517] 12.814 0.000 0.006 12.814 12.817 12.819 12.822
mu[518] 13.022 0.000 0.005 13.022 13.024 13.026 13.029
mu[519] 12.981 0.000 0.008 12.981 12.984 12.987 12.991
mu[520] 12.381 0.000 0.005 12.381 12.383 12.385 12.388
mu[521] 12.702 0.000 0.007 12.702 12.705 12.708 12.711
mu[522] 12.563 0.000 0.005 12.563 12.565 12.567 12.570
mu[523] 12.344 0.000 0.007 12.344 12.347 12.349 12.352
mu[524] 12.191 0.000 0.007 12.191 12.194 12.197 12.200
mu[525] 12.296 0.000 0.011 12.296 12.301 12.306 12.311
mu[526] 11.795 0.000 0.009 11.795 11.799 11.803 11.806
mu[527] 11.730 0.000 0.008 11.730 11.733 11.736 11.740
mu[528] 12.244 0.000 0.009 12.244 12.248 12.252 12.256
mu[529] 11.997 0.000 0.004 11.997 11.998 12.000 12.002
mu[530] 12.297 0.000 0.006 12.297 12.300 12.302 12.305
mu[531] 12.106 0.000 0.005 12.106 12.108 12.110 12.112
mu[532] 11.460 0.000 0.012 11.460 11.466 11.471 11.476
mu[533] 11.714 0.000 0.011 11.714 11.719 11.724 11.728
mu[534] 11.874 0.000 0.006 11.874 11.877 11.879 11.882
mu[535] 11.677 0.000 0.004 11.677 11.679 11.681 11.682
mu[536] 12.660 0.000 0.010 12.660 12.665 12.669 12.674
mu[537] 12.262 0.000 0.010 12.262 12.267 12.271 12.275
mu[538] 11.825 0.000 0.005 11.825 11.827 11.828 11.830
mu[539] 11.874 0.000 0.009 11.874 11.878 11.882 11.886
mu[540] 11.555 0.000 0.005 11.555 11.558 11.560 11.562
mu[541] 11.495 0.000 0.007 11.495 11.498 11.501 11.503
mu[542] 11.585 0.000 0.005 11.585 11.587 11.589 11.591
mu[543] 11.337 0.000 0.005 11.337 11.340 11.342 11.344
mu[544] 11.143 0.000 0.004 11.143 11.145 11.147 11.149
mu[545] 11.701 0.000 0.010 11.701 11.706 11.710 11.714
mu[546] 11.320 0.000 0.007 11.320 11.323 11.325 11.328
mu[547] 11.373 0.000 0.004 11.373 11.375 11.377 11.379
mu[548] 11.298 0.000 0.006 11.298 11.301 11.304 11.307
mu[549] 11.622 0.000 0.008 11.622 11.625 11.628 11.632
mu[550] 11.551 0.000 0.010 11.551 11.555 11.559 11.563
mu[551] 11.261 0.000 0.008 11.261 11.264 11.267 11.270
mu[552] 10.991 0.000 0.005 10.991 10.993 10.995 10.997
mu[553] 10.851 0.000 0.004 10.851 10.853 10.855 10.856
mu[554] 11.037 0.000 0.006 11.037 11.039 11.042 11.044
mu[555] 10.973 0.000 0.005 10.973 10.975 10.977 10.979
mu[556] 10.431 0.000 0.007 10.431 10.434 10.437 10.440
mu[557] 10.245 0.000 0.005 10.245 10.247 10.249 10.251
mu[558] 10.333 0.000 0.005 10.333 10.335 10.338 10.340
mu[559] 10.059 0.000 0.013 10.060 10.065 10.071 10.077
mu[560] 13.250 0.001 0.041 13.250 13.269 13.284 13.303
mu[561] 12.804 0.000 0.012 12.804 12.810 12.814 12.820
mu[562] 12.651 0.000 0.010 12.651 12.655 12.660 12.664
mu[563] 12.992 0.000 0.006 12.991 12.994 12.997 12.999
mu[564] 13.470 0.000 0.006 13.470 13.473 13.475 13.478
mu[565] 12.970 0.000 0.005 12.970 12.972 12.974 12.977
mu[566] 13.197 0.000 0.006 13.196 13.199 13.201 13.204
mu[567] 12.922 0.000 0.006 12.922 12.925 12.927 12.929
mu[568] 12.517 0.000 0.009 12.517 12.521 12.525 12.529
mu[569] 12.851 0.000 0.006 12.851 12.854 12.856 12.859
mu[570] 12.715 0.000 0.005 12.714 12.717 12.719 12.722
mu[571] 12.681 0.000 0.005 12.681 12.683 12.686 12.688
mu[572] 12.311 0.000 0.010 12.311 12.316 12.319 12.323
mu[573] 12.362 0.000 0.007 12.362 12.365 12.368 12.371
mu[574] 12.104 0.000 0.007 12.104 12.107 12.110 12.113
mu[575] 12.323 0.000 0.005 12.323 12.325 12.328 12.330
mu[576] 12.063 0.000 0.005 12.063 12.065 12.067 12.070
mu[577] 11.972 0.000 0.005 11.972 11.975 11.977 11.980
mu[578] 12.350 0.000 0.005 12.350 12.352 12.354 12.356
mu[579] 12.344 0.000 0.006 12.344 12.346 12.349 12.352
mu[580] 12.043 0.000 0.004 12.043 12.045 12.046 12.048
mu[581] 12.134 0.000 0.005 12.134 12.136 12.138 12.141
mu[582] 12.175 0.000 0.007 12.175 12.178 12.181 12.184
mu[583] 11.016 0.000 0.026 11.016 11.027 11.037 11.049
mu[584] 11.063 0.000 0.005 11.063 11.065 11.067 11.069
mu[585] 10.847 0.000 0.005 10.847 10.849 10.851 10.853
mu[586] 10.477 0.000 0.005 10.477 10.480 10.482 10.484
mu[587] 10.601 0.000 0.006 10.601 10.604 10.606 10.609
mu[588] 11.237 0.000 0.004 11.237 11.239 11.241 11.243
mu[589] 11.262 0.000 0.007 11.262 11.265 11.268 11.271
mu[590] 11.539 0.000 0.005 11.539 11.541 11.543 11.545
mu[591] 11.600 0.000 0.004 11.600 11.602 11.604 11.605
mu[592] 17.700 0.002 0.124 17.700 17.755 17.805 17.858
mu[593] 18.660 0.001 0.040 18.660 18.678 18.695 18.711
mu[594] 19.194 0.001 0.034 19.193 19.209 19.221 19.237
mu[595] 18.586 0.000 0.012 18.586 18.591 18.596 18.601
mu[596] 19.074 0.000 0.016 19.074 19.080 19.087 19.093
mu[597] 19.431 0.000 0.019 19.431 19.439 19.447 19.455
mu[598] 19.295 0.000 0.011 19.295 19.300 19.305 19.310
mu[599] 19.598 0.000 0.018 19.598 19.606 19.613 19.621
mu[600] 19.393 0.000 0.014 19.393 19.399 19.405 19.411
mu[601] 19.476 0.000 0.016 19.476 19.483 19.490 19.496
mu[602] 19.586 0.000 0.011 19.586 19.591 19.596 19.601
mu[603] 20.435 0.000 0.013 20.435 20.440 20.445 20.451
mu[604] 20.198 0.000 0.028 20.198 20.210 20.221 20.234
mu[605] 20.016 0.000 0.012 20.016 20.021 20.026 20.032
mu[606] 20.364 0.000 0.017 20.364 20.371 20.378 20.386
mu[607] 20.406 0.000 0.012 20.405 20.411 20.416 20.422
mu[608] 20.437 0.000 0.013 20.437 20.443 20.448 20.454
mu[609] 20.720 0.000 0.014 20.720 20.726 20.731 20.737
mu[610] 20.390 0.000 0.014 20.390 20.396 20.402 20.408
mu[611] 20.727 0.000 0.015 20.726 20.733 20.739 20.745
mu[612] 20.424 0.000 0.015 20.424 20.430 20.436 20.442
mu[613] 20.096 0.000 0.018 20.096 20.104 20.111 20.118
mu[614] 18.239 0.000 0.028 18.239 18.251 18.263 18.275
mu[615] 16.399 0.000 0.010 16.399 16.403 16.407 16.412
mu[616] 15.424 0.000 0.025 15.425 15.435 15.445 15.456
mu[617] 15.675 0.000 0.024 15.674 15.685 15.695 15.705
mu[618] 15.214 0.000 0.017 15.214 15.221 15.228 15.234
mu[619] 14.654 0.000 0.008 14.654 14.657 14.661 14.664
mu[620] 14.650 0.000 0.007 14.649 14.653 14.655 14.658
mu[621] 14.740 0.000 0.013 14.740 14.746 14.751 14.757
mu[622] 15.263 0.000 0.006 15.263 15.266 15.268 15.271
mu[623] 15.422 0.000 0.010 15.421 15.426 15.431 15.435
mu[624] 15.141 0.000 0.013 15.141 15.146 15.151 15.157
mu[625] 15.096 0.000 0.006 15.096 15.098 15.101 15.104
mu[626] 14.530 0.000 0.011 14.530 14.535 14.539 14.544
mu[627] 14.396 0.000 0.006 14.396 14.399 14.402 14.405
mu[628] 14.094 0.000 0.007 14.094 14.097 14.099 14.102
mu[629] 13.800 0.000 0.011 13.799 13.804 13.809 13.814
mu[630] 13.778 0.000 0.015 13.778 13.785 13.791 13.797
mu[631] 13.358 0.000 0.007 13.358 13.361 13.363 13.366
mu[632] 13.391 0.000 0.005 13.391 13.393 13.395 13.397
mu[633] 13.434 0.000 0.008 13.434 13.437 13.440 13.444
mu[634] 13.231 0.000 0.006 13.231 13.234 13.236 13.239
mu[635] 12.761 0.000 0.010 12.761 12.765 12.769 12.773
mu[636] 12.689 0.000 0.008 12.689 12.692 12.695 12.698
mu[637] 12.265 0.000 0.006 12.265 12.268 12.270 12.273
mu[638] 12.753 0.000 0.023 12.753 12.763 12.773 12.783
mu[639] 12.976 0.000 0.005 12.976 12.978 12.979 12.982
mu[640] 12.796 0.000 0.016 12.796 12.803 12.810 12.817
mu[641] 12.580 0.000 0.004 12.580 12.582 12.583 12.585
mu[642] 12.809 0.000 0.006 12.809 12.812 12.814 12.816
mu[643] 12.511 0.000 0.007 12.511 12.515 12.518 12.521
mu[644] 12.342 0.000 0.008 12.342 12.346 12.349 12.353
mu[645] 12.335 0.000 0.004 12.335 12.337 12.338 12.340
mu[646] 11.937 0.000 0.005 11.937 11.939 11.941 11.944
mu[647] 11.936 0.000 0.007 11.936 11.939 11.942 11.945
mu[648] 12.050 0.000 0.008 12.049 12.053 12.056 12.059
mu[649] 12.378 0.000 0.007 12.378 12.381 12.384 12.387
mu[650] 12.427 0.000 0.004 12.427 12.429 12.431 12.433
mu[651] 12.526 0.000 0.012 12.526 12.532 12.536 12.542
mu[652] 12.454 0.000 0.006 12.454 12.457 12.460 12.463
mu[653] 12.478 0.000 0.007 12.478 12.481 12.484 12.487
mu[654] 12.504 0.000 0.006 12.504 12.506 12.508 12.511
mu[655] 12.534 0.000 0.004 12.534 12.536 12.537 12.539
mu[656] 12.487 0.000 0.005 12.487 12.489 12.491 12.493
mu[657] 12.516 0.000 0.004 12.516 12.518 12.520 12.521
mu[658] 12.524 0.000 0.004 12.524 12.526 12.528 12.530
mu[659] 12.565 0.000 0.004 12.565 12.567 12.568 12.570
mu[660] 12.359 0.000 0.009 12.359 12.363 12.366 12.370
mu[661] 12.001 0.000 0.008 12.001 12.005 12.008 12.011
mu[662] 12.123 0.000 0.011 12.123 12.128 12.132 12.137
mu[663] 12.118 0.000 0.004 12.118 12.119 12.121 12.123
mu[664] 12.438 0.000 0.009 12.438 12.442 12.446 12.450
mu[665] 12.736 0.000 0.006 12.736 12.738 12.741 12.743
mu[666] 12.204 0.000 0.004 12.204 12.206 12.208 12.210
mu[667] 12.424 0.000 0.005 12.424 12.426 12.428 12.431
mu[668] 12.057 0.000 0.006 12.057 12.059 12.061 12.064
mu[669] 11.884 0.000 0.007 11.884 11.888 11.891 11.894
mu[670] 12.079 0.000 0.006 12.079 12.082 12.084 12.087
mu[671] 12.378 0.000 0.005 12.378 12.381 12.383 12.385
mu[672] 12.140 0.000 0.004 12.140 12.142 12.144 12.145
mu[673] 11.861 0.000 0.005 11.861 11.863 11.865 11.868
mu[674] 11.917 0.000 0.007 11.917 11.920 11.923 11.926
mu[675] 11.780 0.000 0.006 11.779 11.782 11.784 11.787
mu[676] 11.906 0.000 0.004 11.906 11.908 11.910 11.912
mu[677] 12.062 0.000 0.006 12.062 12.065 12.067 12.070
mu[678] 11.535 0.000 0.005 11.535 11.537 11.539 11.542
mu[679] 11.517 0.000 0.004 11.517 11.519 11.521 11.523
mu[680] 11.105 0.000 0.005 11.105 11.108 11.110 11.112
mu[681] 10.905 0.000 0.004 10.905 10.907 10.909 10.911
mu[682] 11.242 0.000 0.005 11.242 11.244 11.246 11.248
mu[683] 11.507 0.000 0.004 11.506 11.508 11.510 11.512
mu[684] 11.250 0.000 0.011 11.249 11.254 11.259 11.263
mu[685] 11.029 0.000 0.004 11.029 11.031 11.033 11.035
mu[686] 10.879 0.000 0.004 10.879 10.881 10.883 10.885
mu[687] 10.613 0.000 0.006 10.613 10.616 10.618 10.621
mu[688] 10.960 0.000 0.005 10.960 10.962 10.965 10.967
mu[689] 10.770 0.000 0.005 10.770 10.772 10.774 10.776
mu[690] 10.906 0.000 0.010 10.906 10.910 10.914 10.919
mu[691] 10.899 0.000 0.008 10.899 10.903 10.906 10.909
mu[692] 11.003 0.000 0.005 11.003 11.005 11.007 11.010
mu[693] 10.680 0.000 0.006 10.680 10.683 10.685 10.688
mu[694] 10.665 0.000 0.005 10.665 10.667 10.669 10.672
mu[695] 10.599 0.000 0.005 10.599 10.601 10.603 10.605
mu[696] 10.467 0.000 0.004 10.467 10.469 10.470 10.472
mu[697] 10.326 0.000 0.006 10.326 10.328 10.331 10.333
mu[698] 10.159 0.000 0.006 10.159 10.161 10.164 10.166
mu[699] 10.440 0.000 0.018 10.440 10.448 10.455 10.463
mu[700] 11.139 0.000 0.005 11.139 11.141 11.143 11.145
mu[701] 11.030 0.000 0.005 11.030 11.032 11.034 11.036
mu[702] 10.866 0.000 0.005 10.866 10.868 10.870 10.872
mu[703] 10.933 0.000 0.005 10.933 10.936 10.938 10.940
mu[704] 10.879 0.000 0.005 10.879 10.882 10.884 10.886
mu[705] 10.856 0.000 0.005 10.856 10.858 10.860 10.862
mu[706] 10.753 0.000 0.005 10.753 10.756 10.758 10.760
mu[707] 10.976 0.000 0.006 10.976 10.978 10.980 10.983
mu[708] 10.905 0.000 0.006 10.905 10.907 10.909 10.912
mu[709] 10.746 0.000 0.005 10.746 10.748 10.750 10.753
mu[710] 10.762 0.000 0.006 10.762 10.765 10.767 10.770
mu[711] 10.598 0.000 0.008 10.598 10.601 10.604 10.607
mu[712] 10.455 0.000 0.006 10.455 10.458 10.460 10.463
mu[713] 10.248 0.000 0.006 10.248 10.251 10.253 10.256
mu[714] 10.138 0.000 0.005 10.138 10.140 10.142 10.144
mu[715] 10.017 0.000 0.005 10.017 10.020 10.022 10.024
mu[716] 10.105 0.000 0.005 10.105 10.107 10.109 10.111
mu[717] 9.800 0.000 0.006 9.800 9.802 9.805 9.807
mu[718] 9.681 0.000 0.006 9.681 9.683 9.686 9.688
mu[719] 10.042 0.000 0.007 10.042 10.045 10.048 10.051
mu[720] 10.092 0.000 0.008 10.092 10.095 10.098 10.101
mu[721] 10.473 0.000 0.009 10.473 10.477 10.480 10.484
mu[722] 9.759 0.000 0.011 9.759 9.764 9.769 9.774
mu[723] 10.154 0.000 0.005 10.154 10.156 10.158 10.160
mu[724] 10.471 0.000 0.004 10.471 10.473 10.475 10.477
mu[725] 10.551 0.000 0.008 10.551 10.555 10.558 10.561
mu[726] 10.662 0.000 0.009 10.662 10.666 10.670 10.673
mu[727] 10.353 0.000 0.006 10.353 10.356 10.359 10.361
mu[728] 10.433 0.000 0.005 10.433 10.435 10.437 10.439
mu[729] 10.433 0.000 0.005 10.433 10.436 10.438 10.440
mu[730] 10.621 0.000 0.006 10.621 10.624 10.626 10.629
mu[731] 10.602 0.000 0.005 10.602 10.604 10.606 10.609
mu[732] 10.653 0.000 0.008 10.653 10.656 10.659 10.663
mu[733] 10.494 0.000 0.006 10.493 10.496 10.498 10.501
mu[734] 11.305 0.000 0.014 11.305 11.311 11.316 11.323
mu[735] 11.620 0.000 0.005 11.620 11.622 11.623 11.626
mu[736] 11.332 0.000 0.004 11.332 11.333 11.335 11.337
mu[737] 11.375 0.000 0.008 11.375 11.379 11.382 11.386
mu[738] 11.482 0.000 0.004 11.482 11.484 11.486 11.488
mu[739] 11.385 0.000 0.006 11.385 11.388 11.390 11.393
mu[740] 11.727 0.000 0.006 11.726 11.729 11.732 11.735
mu[741] 11.612 0.000 0.008 11.612 11.616 11.619 11.622
mu[742] 11.751 0.000 0.006 11.751 11.753 11.756 11.758
mu[743] 11.768 0.000 0.004 11.768 11.770 11.772 11.774
mu[744] 11.561 0.000 0.008 11.560 11.564 11.567 11.571
mu[745] 11.643 0.000 0.006 11.642 11.645 11.648 11.651
mu[746] 11.344 0.000 0.006 11.344 11.347 11.349 11.352
mu[747] 10.938 0.000 0.006 10.938 10.940 10.943 10.946
mu[748] 11.061 0.000 0.006 11.061 11.063 11.066 11.068
mu[749] 11.205 0.000 0.004 11.205 11.207 11.209 11.210
mu[750] 11.248 0.000 0.004 11.248 11.250 11.252 11.254
mu[751] 10.851 0.000 0.005 10.851 10.853 10.855 10.858
mu[752] 10.764 0.000 0.004 10.764 10.766 10.768 10.770
mu[753] 10.989 0.000 0.005 10.989 10.991 10.993 10.995
mu[754] 11.286 0.000 0.012 11.286 11.291 11.296 11.301
mu[755] 11.551 0.000 0.005 11.551 11.553 11.555 11.557
mu[756] 11.214 0.000 0.007 11.214 11.217 11.219 11.222
mu[757] 10.614 0.000 0.006 10.614 10.616 10.619 10.621
mu[758] 10.487 0.000 0.007 10.487 10.490 10.493 10.496
mu[759] 10.718 0.000 0.005 10.718 10.720 10.722 10.725
mu[760] 10.441 0.000 0.006 10.441 10.443 10.446 10.448
mu[761] 10.571 0.000 0.005 10.571 10.573 10.575 10.577
mu[762] 10.987 0.000 0.010 10.987 10.991 10.996 11.000
mu[763] 10.503 0.000 0.006 10.503 10.506 10.508 10.511
mu[764] 10.448 0.000 0.005 10.448 10.450 10.452 10.454
mu[765] 10.203 0.000 0.006 10.203 10.205 10.208 10.211
mu[766] 10.325 0.000 0.006 10.325 10.328 10.330 10.333
mu[767] 10.122 0.000 0.009 10.122 10.126 10.130 10.133
mu[768] 10.300 0.000 0.004 10.300 10.302 10.304 10.306
mu[769] 10.267 0.000 0.004 10.267 10.269 10.271 10.273
mu[770] 10.093 0.000 0.005 10.093 10.095 10.097 10.099
mu[771] 10.254 0.000 0.006 10.254 10.257 10.260 10.262
mu[772] 10.220 0.000 0.005 10.220 10.223 10.225 10.227
mu[773] 10.212 0.000 0.005 10.211 10.214 10.216 10.218
mu[774] 10.811 0.000 0.006 10.811 10.814 10.816 10.819
mu[775] 10.622 0.000 0.006 10.622 10.625 10.627 10.630
mu[776] 10.299 0.000 0.006 10.299 10.302 10.304 10.307
mu[777] 10.176 0.000 0.007 10.176 10.180 10.182 10.186
mu[778] 9.874 0.000 0.005 9.874 9.876 9.878 9.880
mu[779] 10.391 0.000 0.009 10.391 10.395 10.398 10.402
mu[780] 10.280 0.000 0.008 10.280 10.284 10.287 10.291
mu[781] 10.005 0.000 0.005 10.005 10.008 10.010 10.012
mu[782] 10.140 0.000 0.005 10.140 10.142 10.144 10.146
mu[783] 9.921 0.000 0.007 9.921 9.924 9.927 9.930
mu[784] 9.900 0.000 0.006 9.899 9.902 9.905 9.908
mu[785] 9.657 0.000 0.005 9.657 9.660 9.662 9.664
mu[786] 9.618 0.000 0.007 9.618 9.621 9.624 9.627
mu[787] 9.558 0.000 0.006 9.558 9.561 9.563 9.566
mu[788] 10.009 0.000 0.008 10.010 10.013 10.016 10.020
mu[789] 10.480 0.000 0.005 10.480 10.482 10.484 10.486
mu[790] 10.300 0.000 0.005 10.300 10.302 10.304 10.306
mu[791] 10.047 0.000 0.006 10.047 10.050 10.052 10.055
mu[792] 10.101 0.000 0.005 10.101 10.103 10.106 10.108
mu[793] 10.020 0.000 0.006 10.020 10.023 10.025 10.028
mu[794] 10.586 0.000 0.006 10.586 10.588 10.591 10.594
mu[795] 10.464 0.000 0.007 10.464 10.467 10.470 10.474
mu[796] 10.173 0.000 0.007 10.173 10.176 10.179 10.182
mu[797] 10.040 0.000 0.008 10.040 10.043 10.047 10.050
mu[798] 10.337 0.000 0.010 10.337 10.342 10.346 10.350
mu[799] 10.450 0.000 0.007 10.450 10.453 10.456 10.459
mu[800] 10.343 0.000 0.005 10.343 10.345 10.346 10.349
mu[801] 10.358 0.000 0.005 10.358 10.360 10.361 10.363
mu[802] 9.883 0.000 0.006 9.883 9.886 9.888 9.891
mu[803] 9.940 0.000 0.006 9.940 9.943 9.945 9.948
mu[804] 10.364 0.000 0.005 10.364 10.367 10.369 10.371
mu[805] 10.210 0.000 0.006 10.210 10.213 10.215 10.217
mu[806] 10.255 0.000 0.008 10.255 10.259 10.262 10.265
mu[807] 10.321 0.000 0.005 10.321 10.323 10.325 10.327
mu[808] 10.256 0.000 0.005 10.256 10.258 10.260 10.262
mu[809] 10.216 0.000 0.006 10.216 10.219 10.221 10.224
mu[810] 10.590 0.000 0.006 10.590 10.593 10.595 10.597
mu[811] 10.015 0.000 0.007 10.015 10.018 10.021 10.025
mu[812] 9.550 0.000 0.005 9.550 9.552 9.554 9.556
mu[813] 9.822 0.000 0.006 9.822 9.825 9.827 9.830
mu[814] 10.147 0.000 0.006 10.147 10.149 10.152 10.155
mu[815] 9.865 0.000 0.006 9.865 9.868 9.870 9.873
mu[816] 10.124 0.000 0.006 10.124 10.127 10.129 10.131
mu[817] 9.661 0.000 0.010 9.661 9.666 9.670 9.673
mu[818] 9.606 0.000 0.005 9.606 9.608 9.610 9.613
mu[819] 9.635 0.000 0.005 9.635 9.637 9.639 9.641
mu[820] 9.464 0.000 0.005 9.464 9.467 9.469 9.471
mu[821] 9.416 0.000 0.009 9.417 9.420 9.424 9.428
mu[822] 9.669 0.000 0.005 9.669 9.671 9.673 9.676
mu[823] 9.615 0.000 0.005 9.615 9.617 9.619 9.622
mu[824] 9.465 0.000 0.006 9.465 9.468 9.471 9.473
mu[825] 9.253 0.000 0.005 9.253 9.255 9.257 9.260
mu[826] 9.736 0.000 0.005 9.736 9.738 9.740 9.743
mu[827] 9.780 0.000 0.006 9.780 9.782 9.785 9.787
mu[828] 9.519 0.000 0.005 9.519 9.522 9.524 9.526
mu[829] 9.491 0.000 0.005 9.491 9.494 9.496 9.498
mu[830] 9.668 0.000 0.006 9.668 9.670 9.672 9.675
mu[831] 9.654 0.000 0.005 9.654 9.656 9.658 9.660
mu[832] 9.888 0.000 0.008 9.888 9.891 9.894 9.898
mu[833] 9.854 0.000 0.005 9.854 9.857 9.858 9.861
mu[834] 9.997 0.000 0.005 9.998 10.000 10.002 10.004
mu[835] 10.103 0.000 0.008 10.103 10.107 10.110 10.114
mu[836] 10.120 0.000 0.005 10.120 10.122 10.124 10.126
mu[837] 10.177 0.000 0.008 10.177 10.180 10.183 10.187
mu[838] 10.062 0.000 0.005 10.062 10.064 10.065 10.067
mu[839] 9.843 0.000 0.005 9.843 9.845 9.847 9.849
mu[840] 9.827 0.000 0.006 9.827 9.830 9.832 9.835
mu[841] 10.115 0.000 0.011 10.115 10.120 10.124 10.129
mu[842] 11.548 0.000 0.012 11.548 11.553 11.558 11.564
mu[843] 11.210 0.000 0.010 11.210 11.215 11.219 11.223
mu[844] 11.430 0.000 0.008 11.429 11.433 11.436 11.440
mu[845] 11.343 0.000 0.009 11.343 11.347 11.351 11.355
mu[846] 11.570 0.000 0.006 11.570 11.572 11.575 11.578
mu[847] 11.931 0.000 0.009 11.931 11.935 11.939 11.943
mu[848] 11.929 0.000 0.004 11.929 11.931 11.933 11.935
mu[849] 11.742 0.000 0.004 11.742 11.744 11.745 11.747
mu[850] 11.916 0.000 0.005 11.916 11.918 11.920 11.923
mu[851] 11.992 0.000 0.008 11.992 11.995 11.998 12.002
mu[852] 12.124 0.000 0.007 12.124 12.127 12.131 12.134
mu[853] 11.999 0.000 0.004 11.999 12.001 12.003 12.004
mu[854] 12.105 0.000 0.004 12.105 12.107 12.109 12.111
mu[855] 12.013 0.000 0.004 12.013 12.015 12.017 12.018
mu[856] 12.048 0.000 0.006 12.047 12.050 12.053 12.055
mu[857] 12.032 0.000 0.007 12.032 12.035 12.038 12.041
mu[858] 12.516 0.000 0.009 12.516 12.520 12.524 12.529
mu[859] 11.991 0.000 0.009 11.991 11.995 11.999 12.003
mu[860] 12.046 0.000 0.005 12.046 12.048 12.050 12.053
mu[861] 12.012 0.000 0.005 12.012 12.015 12.017 12.019
mu[862] 12.272 0.000 0.007 12.271 12.275 12.278 12.281
mu[863] 12.290 0.000 0.006 12.290 12.292 12.295 12.297
mu[864] 12.192 0.000 0.005 12.192 12.194 12.196 12.198
mu[865] 11.610 0.000 0.011 11.610 11.615 11.619 11.624
mu[866] 11.882 0.000 0.006 11.882 11.885 11.887 11.890
mu[867] 12.160 0.000 0.008 12.160 12.164 12.167 12.170
mu[868] 12.093 0.000 0.008 12.093 12.097 12.100 12.103
mu[869] 11.738 0.000 0.006 11.738 11.740 11.743 11.745
mu[870] 11.807 0.000 0.006 11.807 11.810 11.813 11.815
mu[871] 12.588 0.000 0.006 12.588 12.590 12.593 12.595
mu[872] 12.604 0.000 0.005 12.604 12.606 12.608 12.610
mu[873] 12.567 0.000 0.004 12.567 12.569 12.570 12.572
mu[874] 12.727 0.000 0.005 12.727 12.729 12.731 12.733
mu[875] 12.488 0.000 0.004 12.488 12.490 12.492 12.493
mu[876] 12.450 0.000 0.005 12.450 12.452 12.455 12.457
mu[877] 12.345 0.000 0.004 12.345 12.347 12.348 12.350
mu[878] 12.387 0.000 0.004 12.387 12.389 12.390 12.392
mu[879] 12.357 0.000 0.005 12.357 12.359 12.361 12.363
mu[880] 12.163 0.000 0.004 12.163 12.164 12.166 12.168
mu[881] 11.873 0.000 0.006 11.873 11.876 11.878 11.880
mu[882] 12.003 0.000 0.005 12.003 12.005 12.007 12.010
mu[883] 11.840 0.000 0.005 11.841 11.843 11.844 11.846
mu[884] 11.872 0.000 0.005 11.872 11.874 11.876 11.878
mu[885] 11.815 0.000 0.009 11.815 11.819 11.823 11.827
mu[886] 11.900 0.000 0.005 11.900 11.902 11.904 11.906
mu[887] 11.760 0.000 0.004 11.760 11.762 11.764 11.766
mu[888] 12.009 0.000 0.005 12.009 12.011 12.012 12.014
mu[889] 11.730 0.000 0.004 11.730 11.732 11.734 11.736
mu[890] 11.445 0.000 0.008 11.445 11.449 11.452 11.455
mu[891] 11.507 0.000 0.006 11.507 11.510 11.512 11.515
mu[892] 11.281 0.000 0.005 11.281 11.283 11.285 11.287
mu[893] 11.000 0.000 0.008 11.000 11.004 11.007 11.011
mu[894] 10.416 0.000 0.007 10.416 10.419 10.421 10.424
mu[895] 10.108 0.000 0.005 10.108 10.110 10.112 10.114
mu[896] 9.889 0.000 0.006 9.889 9.892 9.894 9.897
mu[897] 9.929 0.000 0.005 9.929 9.931 9.933 9.935
mu[898] 9.635 0.000 0.007 9.635 9.638 9.641 9.644
mu[899] 9.786 0.000 0.005 9.786 9.788 9.790 9.792
mu[900] 9.748 0.000 0.006 9.748 9.751 9.753 9.756
mu[901] 9.649 0.000 0.007 9.649 9.652 9.655 9.658
mu[902] 9.723 0.000 0.007 9.723 9.725 9.728 9.731
mu[903] 9.855 0.000 0.006 9.855 9.858 9.860 9.863
mu[904] 9.832 0.000 0.005 9.832 9.834 9.836 9.838
mu[905] 9.711 0.000 0.006 9.711 9.714 9.716 9.719
mu[906] 9.990 0.000 0.008 9.990 9.994 9.996 10.000
mu[907] 9.616 0.000 0.006 9.616 9.619 9.621 9.623
mu[908] 9.579 0.000 0.007 9.579 9.582 9.585 9.588
mu[909] 9.336 0.000 0.007 9.336 9.340 9.342 9.345
mu[910] 9.344 0.000 0.006 9.344 9.347 9.349 9.351
mu[911] 9.314 0.000 0.005 9.314 9.316 9.319 9.321
mu[912] 9.768 0.000 0.007 9.768 9.771 9.774 9.777
mu[913] 9.542 0.000 0.006 9.542 9.544 9.546 9.549
mu[914] 9.255 0.000 0.009 9.255 9.259 9.263 9.267
mu[915] 9.698 0.000 0.007 9.698 9.701 9.703 9.706
mu[916] 9.555 0.000 0.006 9.555 9.558 9.560 9.563
mu[917] 9.503 0.000 0.005 9.503 9.505 9.507 9.509
mu[918] 9.374 0.000 0.005 9.374 9.377 9.379 9.381
mu[919] 9.375 0.000 0.005 9.375 9.378 9.380 9.382
mu[920] 9.032 0.000 0.007 9.032 9.035 9.038 9.041
mu[921] 9.187 0.000 0.006 9.187 9.190 9.192 9.195
mu[922] 8.984 0.000 0.006 8.984 8.986 8.989 8.991
mu[923] 9.013 0.000 0.008 9.013 9.016 9.019 9.023
mu[924] 9.284 0.000 0.007 9.284 9.287 9.290 9.293
mu[925] 9.268 0.000 0.006 9.268 9.271 9.273 9.275
mu[926] 9.228 0.000 0.005 9.228 9.230 9.232 9.235
mu[927] 9.267 0.000 0.006 9.267 9.270 9.273 9.275
mu[928] 9.556 0.000 0.005 9.556 9.558 9.560 9.562
mu[929] 9.290 0.000 0.007 9.290 9.293 9.295 9.298
mu[930] 9.850 0.000 0.012 9.850 9.855 9.860 9.865
mu[931] 9.897 0.000 0.006 9.897 9.899 9.901 9.904
mu[932] 9.759 0.000 0.006 9.759 9.761 9.764 9.766
mu[933] 9.566 0.000 0.005 9.566 9.568 9.570 9.573
mu[934] 9.420 0.000 0.006 9.420 9.423 9.425 9.428
mu[935] 9.417 0.000 0.006 9.417 9.420 9.422 9.425
mu[936] 9.730 0.000 0.010 9.730 9.735 9.738 9.743
mu[937] 9.887 0.000 0.006 9.887 9.890 9.892 9.894
mu[938] 9.544 0.000 0.005 9.544 9.546 9.548 9.551
mu[939] 9.540 0.000 0.007 9.540 9.543 9.546 9.549
mu[940] 9.391 0.000 0.007 9.391 9.393 9.396 9.399
mu[941] 9.374 0.000 0.006 9.374 9.377 9.379 9.381
mu[942] 9.355 0.000 0.005 9.355 9.357 9.359 9.361
mu[943] 9.540 0.000 0.007 9.540 9.544 9.546 9.550
mu[944] 9.196 0.000 0.006 9.196 9.198 9.200 9.203
mu[945] 9.199 0.000 0.009 9.199 9.203 9.206 9.210
mu[946] 9.208 0.000 0.006 9.208 9.210 9.213 9.216
mu[947] 8.826 0.000 0.007 8.826 8.829 8.832 8.835
mu[948] 8.777 0.000 0.006 8.777 8.780 8.782 8.784
mu[949] 8.458 0.000 0.009 8.458 8.462 8.465 8.469
mu[950] 8.270 0.000 0.006 8.270 8.273 8.276 8.279
mu[951] 8.134 0.000 0.009 8.134 8.138 8.141 8.145
mu[952] 8.478 0.000 0.009 8.478 8.482 8.485 8.489
mu[953] 8.169 0.000 0.015 8.170 8.176 8.182 8.189
mu[954] 8.445 0.000 0.008 8.445 8.449 8.452 8.456
mu[955] 8.492 0.000 0.007 8.492 8.495 8.498 8.501
mu[956] 8.440 0.000 0.010 8.440 8.444 8.448 8.452
mu[957] 8.384 0.000 0.007 8.384 8.387 8.390 8.393
mu[958] 8.365 0.000 0.008 8.365 8.368 8.371 8.375
mu[959] 8.213 0.000 0.006 8.213 8.216 8.219 8.222
mu[960] 8.556 0.000 0.006 8.556 8.559 8.562 8.564
mu[961] 8.997 0.000 0.008 8.997 9.000 9.004 9.007
mu[962] 8.688 0.000 0.006 8.688 8.691 8.693 8.696
mu[963] 8.738 0.000 0.008 8.738 8.741 8.744 8.747
mu[964] 8.614 0.000 0.006 8.614 8.616 8.619 8.622
mu[965] 9.141 0.000 0.008 9.141 9.145 9.148 9.152
mu[966] 9.176 0.000 0.005 9.176 9.178 9.180 9.182
mu[967] 9.308 0.000 0.006 9.308 9.310 9.313 9.316
mu[968] 9.296 0.000 0.006 9.296 9.299 9.301 9.304
mu[969] 9.359 0.000 0.005 9.359 9.362 9.364 9.366
mu[970] 9.515 0.000 0.006 9.515 9.517 9.520 9.522
mu[971] 9.987 0.000 0.007 9.987 9.991 9.993 9.997
mu[972] 10.046 0.000 0.005 10.046 10.049 10.051 10.053
mu[973] 10.383 0.000 0.005 10.382 10.385 10.387 10.389
mu[974] 10.458 0.000 0.008 10.458 10.461 10.464 10.468
mu[975] 10.516 0.000 0.004 10.516 10.518 10.520 10.522
mu[976] 10.463 0.000 0.010 10.463 10.468 10.472 10.476
mu[977] 10.438 0.000 0.005 10.438 10.440 10.443 10.445
mu[978] 10.392 0.000 0.005 10.392 10.395 10.397 10.399
mu[979] 11.041 0.000 0.009 11.041 11.045 11.049 11.053
mu[980] 11.043 0.000 0.005 11.043 11.045 11.047 11.048
mu[981] 11.076 0.000 0.005 11.076 11.078 11.080 11.082
mu[982] 11.378 0.000 0.009 11.378 11.382 11.386 11.389
mu[983] 11.539 0.000 0.004 11.539 11.540 11.542 11.544
mu[984] 11.501 0.000 0.004 11.501 11.503 11.505 11.506
mu[985] 11.764 0.000 0.006 11.764 11.767 11.770 11.772
mu[986] 11.702 0.000 0.004 11.702 11.704 11.706 11.708
mu[987] 11.666 0.000 0.004 11.666 11.668 11.670 11.672
mu[988] 11.632 0.000 0.007 11.632 11.635 11.638 11.641
mu[989] 12.166 0.000 0.011 12.166 12.171 12.175 12.180
mu[990] 12.805 0.000 0.007 12.805 12.809 12.811 12.815
mu[991] 12.833 0.000 0.008 12.833 12.837 12.840 12.844
mu[992] 12.721 0.000 0.004 12.721 12.723 12.725 12.727
mu[993] 12.616 0.000 0.005 12.616 12.618 12.620 12.622
mu[994] 12.653 0.000 0.005 12.653 12.656 12.658 12.660
mu[995] 12.595 0.000 0.005 12.595 12.598 12.600 12.602
mu[996] 12.361 0.000 0.006 12.361 12.364 12.366 12.369
mu[997] 12.420 0.000 0.005 12.420 12.422 12.424 12.426
mu[998] 12.146 0.000 0.004 12.146 12.147 12.149 12.151
mu[999] 12.105 0.000 0.006 12.105 12.107 12.110 12.112
mu[1000] 12.277 0.000 0.005 12.277 12.279 12.281 12.284
mu[1001] 12.250 0.000 0.007 12.250 12.253 12.255 12.259
mu[1002] 11.833 0.000 0.006 11.833 11.835 11.838 11.840
mu[1003] 12.251 0.000 0.007 12.251 12.254 12.257 12.259
mu[1004] 12.023 0.000 0.005 12.022 12.024 12.026 12.028
mu[1005] 11.732 0.000 0.005 11.732 11.734 11.736 11.739
mu[1006] 11.729 0.000 0.009 11.729 11.733 11.736 11.740
mu[1007] 11.924 0.000 0.008 11.924 11.928 11.931 11.934
mu[1008] 11.612 0.000 0.010 11.612 11.616 11.620 11.624
mu[1009] 11.568 0.000 0.004 11.568 11.570 11.572 11.574
mu[1010] 11.466 0.000 0.005 11.466 11.468 11.469 11.471
mu[1011] 11.292 0.000 0.004 11.292 11.293 11.295 11.297
mu[1012] 10.552 0.000 0.020 10.553 10.561 10.570 10.578
mu[1013] 10.387 0.000 0.004 10.387 10.389 10.390 10.392
mu[1014] 10.429 0.000 0.005 10.429 10.431 10.433 10.435
mu[1015] 10.351 0.000 0.004 10.351 10.353 10.355 10.357
mu[1016] 10.269 0.000 0.005 10.269 10.272 10.274 10.276
mu[1017] 10.201 0.000 0.005 10.201 10.203 10.205 10.207
mu[1018] 10.274 0.000 0.012 10.274 10.279 10.284 10.289
mu[1019] 10.536 0.000 0.016 10.537 10.543 10.550 10.556
mu[1020] 10.788 0.000 0.008 10.788 10.791 10.794 10.798
mu[1021] 11.094 0.000 0.005 11.094 11.096 11.098 11.100
mu[1022] 11.074 0.000 0.005 11.074 11.077 11.079 11.081
mu[1023] 10.725 0.000 0.005 10.725 10.727 10.729 10.732
mu[1024] 10.794 0.000 0.005 10.794 10.797 10.799 10.801
mu[1025] 11.306 0.000 0.006 11.306 11.308 11.311 11.313
mu[1026] 10.700 0.000 0.013 10.700 10.706 10.711 10.717
mu[1027] 10.703 0.000 0.005 10.703 10.706 10.708 10.710
mu[1028] 10.523 0.000 0.007 10.523 10.526 10.528 10.531
mu[1029] 10.671 0.000 0.008 10.671 10.674 10.678 10.681
mu[1030] 10.573 0.000 0.007 10.573 10.576 10.579 10.582
mu[1031] 10.481 0.000 0.005 10.481 10.484 10.485 10.488
mu[1032] 10.577 0.000 0.005 10.577 10.579 10.581 10.583
mu[1033] 10.698 0.000 0.007 10.698 10.701 10.704 10.707
mu[1034] 10.771 0.000 0.004 10.771 10.773 10.774 10.776
mu[1035] 10.719 0.000 0.005 10.719 10.721 10.723 10.726
mu[1036] 10.652 0.000 0.004 10.652 10.654 10.656 10.658
mu[1037] 10.861 0.000 0.005 10.861 10.863 10.865 10.867
mu[1038] 11.290 0.000 0.010 11.290 11.294 11.298 11.302
mu[1039] 11.467 0.000 0.005 11.467 11.470 11.472 11.474
mu[1040] 11.454 0.000 0.005 11.454 11.456 11.458 11.460
mu[1041] 11.321 0.000 0.005 11.321 11.323 11.325 11.327
mu[1042] 10.928 0.000 0.007 10.928 10.931 10.934 10.937
mu[1043] 10.887 0.000 0.005 10.887 10.889 10.891 10.893
mu[1044] 10.736 0.000 0.006 10.736 10.739 10.742 10.744
mu[1045] 10.969 0.000 0.010 10.969 10.974 10.977 10.981
mu[1046] 10.808 0.000 0.005 10.808 10.810 10.812 10.814
mu[1047] 10.693 0.000 0.007 10.693 10.696 10.699 10.702
mu[1048] 10.674 0.000 0.005 10.674 10.676 10.678 10.680
mu[1049] 10.589 0.000 0.005 10.589 10.591 10.593 10.595
mu[1050] 10.586 0.000 0.005 10.586 10.588 10.590 10.592
mu[1051] 10.805 0.000 0.005 10.805 10.807 10.809 10.812
mu[1052] 10.576 0.000 0.005 10.576 10.578 10.580 10.582
mu[1053] 10.225 0.000 0.005 10.225 10.227 10.230 10.232
mu[1054] 10.162 0.000 0.007 10.162 10.165 10.167 10.170
mu[1055] 10.126 0.000 0.005 10.127 10.129 10.131 10.133
mu[1056] 9.869 0.000 0.008 9.869 9.873 9.876 9.879
mu[1057] 10.072 0.000 0.007 10.072 10.075 10.077 10.081
mu[1058] 10.049 0.000 0.005 10.049 10.052 10.054 10.056
mu[1059] 9.731 0.000 0.005 9.731 9.733 9.735 9.737
mu[1060] 9.406 0.000 0.007 9.406 9.409 9.412 9.415
mu[1061] 8.775 0.000 0.007 8.775 8.778 8.781 8.784
mu[1062] 8.617 0.000 0.009 8.617 8.621 8.624 8.628
mu[1063] 8.896 0.000 0.006 8.896 8.899 8.901 8.903
mu[1064] 9.218 0.000 0.009 9.218 9.221 9.225 9.229
mu[1065] 9.184 0.000 0.006 9.184 9.186 9.188 9.191
mu[1066] 8.733 0.000 0.006 8.733 8.736 8.738 8.741
mu[1067] 8.710 0.000 0.006 8.710 8.712 8.715 8.717
mu[1068] 9.454 0.000 0.016 9.454 9.461 9.467 9.475
mu[1069] 9.440 0.000 0.005 9.440 9.443 9.445 9.447
mu[1070] 9.528 0.000 0.006 9.528 9.531 9.534 9.536
mu[1071] 9.421 0.000 0.006 9.421 9.424 9.426 9.429
mu[1072] 8.967 0.000 0.007 8.968 8.971 8.973 8.976
mu[1073] 8.782 0.000 0.006 8.782 8.784 8.786 8.789
mu[1074] 8.965 0.000 0.006 8.965 8.968 8.970 8.973
mu[1075] 9.086 0.000 0.008 9.086 9.090 9.093 9.096
mu[1076] 9.467 0.000 0.008 9.467 9.470 9.474 9.477
mu[1077] 9.327 0.000 0.006 9.327 9.329 9.332 9.334
mu[1078] 9.060 0.000 0.006 9.060 9.062 9.065 9.068
mu[1079] 8.978 0.000 0.007 8.978 8.981 8.984 8.987
mu[1080] 8.638 0.000 0.008 8.638 8.641 8.644 8.648
mu[1081] 8.881 0.000 0.005 8.881 8.883 8.885 8.888
mu[1082] 8.872 0.000 0.006 8.872 8.875 8.877 8.879
mu[1083] 9.104 0.000 0.009 9.104 9.108 9.112 9.116
mu[1084] 9.113 0.000 0.006 9.113 9.116 9.118 9.120
mu[1085] 8.928 0.000 0.006 8.928 8.930 8.933 8.935
mu[1086] 8.850 0.000 0.008 8.850 8.854 8.857 8.860
mu[1087] 8.679 0.000 0.006 8.679 8.682 8.684 8.687
mu[1088] 8.561 0.000 0.007 8.561 8.564 8.567 8.570
mu[1089] 8.682 0.000 0.007 8.682 8.685 8.688 8.691
mu[1090] 8.473 0.000 0.006 8.473 8.476 8.478 8.481
mu[1091] 8.057 0.000 0.011 8.057 8.062 8.066 8.071
mu[1092] 7.777 0.000 0.009 7.777 7.781 7.785 7.789
mu[1093] 7.853 0.000 0.007 7.853 7.856 7.858 7.862
mu[1094] 7.791 0.000 0.007 7.791 7.794 7.796 7.799
mu[1095] 8.855 0.000 0.012 8.855 8.860 8.865 8.870
mu[1096] 8.996 0.000 0.007 8.996 8.999 9.002 9.005
mu[1097] 9.037 0.000 0.025 9.037 9.048 9.058 9.069
mu[1098] 8.897 0.000 0.006 8.897 8.900 8.902 8.905
mu[1099] 8.876 0.000 0.006 8.876 8.878 8.881 8.883
mu[1100] 8.763 0.000 0.007 8.763 8.766 8.768 8.772
mu[1101] 8.808 0.000 0.006 8.808 8.811 8.814 8.816
mu[1102] 8.760 0.000 0.008 8.760 8.764 8.767 8.771
mu[1103] 8.554 0.000 0.007 8.554 8.557 8.559 8.562
mu[1104] 8.566 0.000 0.008 8.566 8.570 8.573 8.576
mu[1105] 8.591 0.000 0.007 8.591 8.594 8.597 8.600
mu[1106] 8.405 0.000 0.006 8.405 8.408 8.410 8.413
mu[1107] 8.560 0.000 0.008 8.560 8.564 8.567 8.571
mu[1108] 8.394 0.000 0.006 8.394 8.396 8.399 8.402
mu[1109] 8.619 0.000 0.006 8.619 8.621 8.623 8.626
mu[1110] 8.999 0.000 0.006 8.999 9.002 9.005 9.007
mu[1111] 8.992 0.000 0.006 8.992 8.994 8.997 8.999
mu[1112] 8.772 0.000 0.006 8.772 8.775 8.777 8.780
mu[1113] 8.905 0.000 0.006 8.905 8.907 8.910 8.912
mu[1114] 8.821 0.000 0.008 8.821 8.824 8.828 8.831
mu[1115] 8.699 0.000 0.006 8.699 8.702 8.705 8.708
mu[1116] 8.910 0.000 0.006 8.910 8.913 8.915 8.918
mu[1117] 9.353 0.000 0.007 9.353 9.356 9.359 9.363
mu[1118] 8.560 0.000 0.015 8.560 8.566 8.572 8.579
mu[1119] 8.650 0.000 0.012 8.650 8.655 8.661 8.666
mu[1120] 8.442 0.000 0.006 8.442 8.444 8.447 8.449
mu[1121] 8.290 0.000 0.009 8.290 8.293 8.297 8.301
mu[1122] 8.681 0.000 0.006 8.681 8.684 8.686 8.689
mu[1123] 8.652 0.000 0.006 8.652 8.655 8.657 8.660
mu[1124] 8.531 0.000 0.006 8.531 8.534 8.536 8.539
mu[1125] 9.312 0.000 0.008 9.312 9.316 9.319 9.323
mu[1126] 9.285 0.000 0.009 9.285 9.289 9.292 9.296
mu[1127] 9.404 0.000 0.008 9.404 9.407 9.410 9.414
mu[1128] 9.353 0.000 0.006 9.353 9.356 9.358 9.361
mu[1129] 9.475 0.000 0.005 9.475 9.477 9.479 9.481
mu[1130] 9.487 0.000 0.005 9.487 9.489 9.491 9.494
mu[1131] 9.581 0.000 0.007 9.581 9.583 9.586 9.589
mu[1132] 9.406 0.000 0.005 9.406 9.409 9.411 9.413
mu[1133] 9.039 0.000 0.009 9.039 9.042 9.046 9.049
mu[1134] 9.084 0.000 0.006 9.084 9.087 9.089 9.091
mu[1135] 9.444 0.000 0.006 9.444 9.447 9.449 9.452
mu[1136] 9.486 0.000 0.005 9.486 9.488 9.490 9.493
mu[1137] 9.588 0.000 0.006 9.588 9.591 9.593 9.595
mu[1138] 9.539 0.000 0.005 9.539 9.541 9.543 9.546
mu[1139] 9.502 0.000 0.005 9.502 9.504 9.506 9.509
mu[1140] 9.364 0.000 0.007 9.364 9.367 9.369 9.372
mu[1141] 9.308 0.000 0.007 9.308 9.311 9.314 9.316
mu[1142] 9.201 0.000 0.006 9.201 9.203 9.206 9.208
mu[1143] 9.249 0.000 0.009 9.249 9.253 9.256 9.260
mu[1144] 9.287 0.000 0.006 9.287 9.289 9.291 9.294
mu[1145] 9.962 0.000 0.007 9.962 9.965 9.968 9.970
mu[1146] 9.876 0.000 0.007 9.876 9.879 9.882 9.885
mu[1147] 10.419 0.000 0.007 10.419 10.422 10.424 10.427
mu[1148] 10.004 0.000 0.006 10.004 10.007 10.009 10.012
mu[1149] 10.641 0.000 0.006 10.641 10.643 10.646 10.649
mu[1150] 10.403 0.000 0.005 10.403 10.405 10.407 10.409
mu[1151] 10.380 0.000 0.005 10.380 10.382 10.384 10.386
mu[1152] 10.318 0.000 0.004 10.318 10.320 10.322 10.324
mu[1153] 10.226 0.000 0.004 10.226 10.228 10.230 10.231
mu[1154] 10.508 0.000 0.004 10.508 10.510 10.512 10.514
mu[1155] 11.995 0.000 0.020 11.994 12.004 12.012 12.021
mu[1156] 11.222 0.000 0.010 11.222 11.227 11.230 11.235
mu[1157] 11.043 0.000 0.004 11.043 11.045 11.047 11.049
mu[1158] 11.170 0.000 0.006 11.170 11.173 11.175 11.178
mu[1159] 11.045 0.000 0.005 11.045 11.047 11.049 11.051
mu[1160] 10.982 0.000 0.005 10.982 10.984 10.986 10.988
mu[1161] 11.125 0.000 0.005 11.124 11.127 11.129 11.131
mu[1162] 10.966 0.000 0.004 10.966 10.968 10.970 10.972
mu[1163] 10.909 0.000 0.005 10.909 10.911 10.913 10.916
mu[1164] 10.989 0.000 0.006 10.989 10.992 10.995 10.998
mu[1165] 11.047 0.000 0.005 11.047 11.050 11.052 11.054
mu[1166] 11.041 0.000 0.005 11.041 11.043 11.045 11.047
mu[1167] 11.205 0.000 0.006 11.205 11.208 11.211 11.214
mu[1168] 10.851 0.000 0.004 10.851 10.853 10.855 10.857
mu[1169] 10.676 0.000 0.004 10.676 10.678 10.680 10.682
mu[1170] 10.562 0.000 0.008 10.562 10.565 10.568 10.572
mu[1171] 10.367 0.000 0.008 10.367 10.370 10.374 10.377
mu[1172] 9.946 0.000 0.007 9.946 9.949 9.952 9.955
mu[1173] 10.260 0.000 0.005 10.260 10.263 10.265 10.267
mu[1174] 10.152 0.000 0.005 10.152 10.154 10.156 10.158
mu[1175] 10.126 0.000 0.005 10.126 10.128 10.130 10.133
mu[1176] 10.191 0.000 0.006 10.191 10.193 10.196 10.198
mu[1177] 9.993 0.000 0.005 9.993 9.995 9.997 9.999
mu[1178] 9.469 0.000 0.013 9.469 9.475 9.481 9.486
mu[1179] 9.626 0.000 0.006 9.626 9.629 9.631 9.634
mu[1180] 9.712 0.000 0.006 9.712 9.715 9.717 9.720
mu[1181] 9.632 0.000 0.005 9.632 9.635 9.637 9.639
mu[1182] 9.570 0.000 0.006 9.570 9.573 9.575 9.578
mu[1183] 9.493 0.000 0.006 9.493 9.496 9.498 9.501
mu[1184] 9.971 0.000 0.006 9.971 9.973 9.976 9.978
mu[1185] 10.058 0.000 0.005 10.058 10.060 10.062 10.064
mu[1186] 9.933 0.000 0.007 9.933 9.936 9.939 9.942
mu[1187] 9.714 0.000 0.005 9.714 9.716 9.718 9.720
mu[1188] 10.213 0.000 0.007 10.213 10.216 10.219 10.222
mu[1189] 10.294 0.000 0.006 10.294 10.296 10.298 10.301
mu[1190] 10.063 0.000 0.005 10.064 10.066 10.068 10.070
mu[1191] 10.198 0.000 0.006 10.198 10.200 10.203 10.205
mu[1192] 10.026 0.000 0.005 10.026 10.028 10.030 10.033
mu[1193] 10.304 0.000 0.005 10.304 10.306 10.308 10.310
mu[1194] 10.445 0.000 0.005 10.445 10.447 10.449 10.452
mu[1195] 10.217 0.000 0.005 10.217 10.219 10.220 10.223
mu[1196] 11.379 0.000 0.009 11.379 11.383 11.386 11.390
mu[1197] 11.516 0.000 0.004 11.516 11.518 11.519 11.521
mu[1198] 11.303 0.000 0.004 11.303 11.305 11.306 11.308
mu[1199] 11.387 0.000 0.005 11.386 11.389 11.391 11.393
mu[1200] 11.487 0.000 0.004 11.487 11.489 11.491 11.493
mu[1201] 11.284 0.000 0.006 11.284 11.286 11.288 11.291
mu[1202] 11.103 0.000 0.005 11.103 11.105 11.107 11.109
mu[1203] 11.220 0.000 0.005 11.220 11.222 11.224 11.226
mu[1204] 11.022 0.000 0.004 11.022 11.024 11.026 11.027
mu[1205] 11.006 0.000 0.005 11.006 11.008 11.010 11.012
mu[1206] 11.054 0.000 0.005 11.054 11.057 11.059 11.061
mu[1207] 10.910 0.000 0.004 10.910 10.912 10.914 10.915
mu[1208] 10.862 0.000 0.004 10.862 10.864 10.866 10.867
mu[1209] 11.006 0.000 0.005 11.006 11.008 11.010 11.013
mu[1210] 10.954 0.000 0.004 10.954 10.956 10.957 10.959
mu[1211] 10.540 0.000 0.005 10.540 10.543 10.545 10.547
mu[1212] 10.646 0.000 0.008 10.646 10.649 10.652 10.656
mu[1213] 10.590 0.000 0.005 10.590 10.592 10.594 10.596
mu[1214] 10.578 0.000 0.004 10.578 10.580 10.582 10.584
mu[1215] 11.091 0.000 0.010 11.091 11.096 11.099 11.104
mu[1216] 11.064 0.000 0.006 11.064 11.067 11.070 11.073
mu[1217] 10.739 0.000 0.006 10.739 10.742 10.744 10.746
mu[1218] 10.695 0.000 0.004 10.695 10.696 10.698 10.700
mu[1219] 9.837 0.000 0.013 9.836 9.842 9.847 9.853
mu[1220] 9.530 0.000 0.008 9.530 9.533 9.536 9.540
mu[1221] 10.017 0.000 0.009 10.017 10.022 10.025 10.029
mu[1222] 10.430 0.000 0.009 10.430 10.434 10.437 10.442
mu[1223] 9.823 0.000 0.005 9.823 9.826 9.828 9.830
mu[1224] 10.018 0.000 0.005 10.018 10.021 10.023 10.025
mu[1225] 9.841 0.000 0.005 9.841 9.844 9.846 9.848
mu[1226] 9.916 0.000 0.005 9.916 9.918 9.920 9.922
mu[1227] 10.240 0.000 0.005 10.240 10.242 10.244 10.247
mu[1228] 10.269 0.000 0.004 10.269 10.271 10.273 10.275
mu[1229] 10.056 0.000 0.005 10.056 10.058 10.060 10.062
mu[1230] 9.934 0.000 0.006 9.934 9.937 9.940 9.943
mu[1231] 9.736 0.000 0.006 9.736 9.739 9.741 9.744
mu[1232] 9.695 0.000 0.006 9.695 9.698 9.700 9.702
mu[1233] 9.568 0.000 0.007 9.568 9.571 9.574 9.577
mu[1234] 9.532 0.000 0.007 9.532 9.535 9.538 9.542
mu[1235] 9.438 0.000 0.007 9.438 9.441 9.444 9.446
mu[1236] 9.244 0.000 0.005 9.244 9.247 9.249 9.251
mu[1237] 9.357 0.000 0.006 9.357 9.360 9.362 9.365
mu[1238] 9.072 0.000 0.011 9.072 9.077 9.082 9.087
mu[1239] 9.298 0.000 0.009 9.298 9.302 9.306 9.310
mu[1240] 9.092 0.000 0.007 9.092 9.096 9.098 9.101
mu[1241] 9.060 0.000 0.006 9.060 9.062 9.065 9.068
mu[1242] 9.240 0.000 0.005 9.240 9.242 9.244 9.246
mu[1243] 9.277 0.000 0.005 9.277 9.280 9.282 9.284
mu[1244] 8.993 0.000 0.006 8.993 8.996 8.998 9.001
mu[1245] 8.865 0.000 0.006 8.865 8.868 8.871 8.873
mu[1246] 9.076 0.000 0.010 9.076 9.080 9.084 9.088
mu[1247] 8.967 0.000 0.007 8.967 8.970 8.973 8.976
mu[1248] 8.755 0.000 0.007 8.755 8.758 8.761 8.764
mu[1249] 8.680 0.000 0.007 8.680 8.683 8.686 8.689
mu[1250] 8.444 0.000 0.006 8.444 8.447 8.450 8.453
mu[1251] 8.281 0.000 0.006 8.281 8.284 8.286 8.289
mu[1252] 8.292 0.000 0.007 8.292 8.296 8.298 8.302
mu[1253] 8.222 0.000 0.006 8.222 8.225 8.227 8.230
mu[1254] 8.416 0.000 0.006 8.416 8.419 8.421 8.424
mu[1255] 8.251 0.000 0.008 8.251 8.255 8.258 8.261
mu[1256] 8.294 0.000 0.007 8.294 8.297 8.300 8.303
mu[1257] 9.393 0.000 0.006 9.393 9.396 9.398 9.400
mu[1258] 9.565 0.000 0.006 9.565 9.567 9.570 9.572
mu[1259] 9.370 0.000 0.006 9.370 9.372 9.375 9.377
mu[1260] 9.465 0.000 0.005 9.465 9.467 9.470 9.472
mu[1261] 9.215 0.000 0.008 9.215 9.219 9.222 9.225
mu[1262] 8.789 0.000 0.007 8.789 8.793 8.795 8.798
mu[1263] 9.055 0.000 0.008 9.055 9.058 9.061 9.065
mu[1264] 9.338 0.000 0.007 9.338 9.341 9.344 9.348
mu[1265] 9.037 0.000 0.006 9.037 9.040 9.042 9.045
mu[1266] 8.845 0.000 0.006 8.845 8.848 8.850 8.853
mu[1267] 8.947 0.000 0.012 8.947 8.952 8.957 8.962
mu[1268] 8.851 0.000 0.006 8.851 8.854 8.856 8.859
mu[1269] 8.865 0.000 0.006 8.865 8.868 8.870 8.872
mu[1270] 9.080 0.000 0.007 9.080 9.083 9.086 9.089
mu[1271] 9.132 0.000 0.006 9.132 9.135 9.137 9.140
mu[1272] 9.160 0.000 0.006 9.160 9.163 9.165 9.168
mu[1273] 9.255 0.000 0.005 9.255 9.257 9.259 9.262
mu[1274] 9.391 0.000 0.006 9.391 9.394 9.397 9.400
mu[1275] 9.340 0.000 0.006 9.340 9.342 9.344 9.347
mu[1276] 9.378 0.000 0.005 9.378 9.381 9.383 9.385
mu[1277] 9.268 0.000 0.005 9.268 9.271 9.273 9.275
mu[1278] 9.217 0.000 0.006 9.217 9.220 9.222 9.225
mu[1279] 9.102 0.000 0.008 9.102 9.105 9.109 9.112
mu[1280] 8.671 0.000 0.008 8.671 8.675 8.678 8.682
mu[1281] 8.532 0.000 0.008 8.532 8.536 8.539 8.543
mu[1282] 8.866 0.000 0.010 8.866 8.870 8.875 8.879
mu[1283] 8.587 0.000 0.008 8.587 8.591 8.594 8.597
mu[1284] 8.444 0.000 0.009 8.444 8.448 8.452 8.456
mu[1285] 8.585 0.000 0.006 8.585 8.587 8.590 8.593
mu[1286] 8.216 0.000 0.007 8.216 8.220 8.222 8.226
mu[1287] 8.015 0.000 0.007 8.015 8.018 8.021 8.024
mu[1288] 9.179 0.000 0.010 9.179 9.184 9.188 9.193
mu[1289] 8.957 0.000 0.007 8.957 8.960 8.963 8.966
mu[1290] 8.920 0.000 0.007 8.920 8.923 8.926 8.929
mu[1291] 8.992 0.000 0.006 8.992 8.994 8.997 8.999
mu[1292] 8.830 0.000 0.006 8.830 8.833 8.835 8.838
mu[1293] 8.508 0.000 0.007 8.508 8.511 8.514 8.518
mu[1294] 8.446 0.000 0.010 8.446 8.451 8.455 8.459
mu[1295] 8.338 0.000 0.006 8.338 8.341 8.344 8.346
mu[1296] 8.171 0.000 0.007 8.171 8.174 8.177 8.180
mu[1297] 8.102 0.000 0.006 8.102 8.105 8.108 8.110
mu[1298] 8.090 0.000 0.007 8.090 8.094 8.096 8.100
mu[1299] 7.787 0.000 0.007 7.787 7.790 7.793 7.796
mu[1300] 7.987 0.000 0.008 7.987 7.990 7.993 7.997
mu[1301] 7.700 0.000 0.007 7.700 7.703 7.706 7.709
mu[1302] 7.876 0.000 0.008 7.875 7.879 7.882 7.886
mu[1303] 7.903 0.000 0.006 7.903 7.906 7.908 7.911
mu[1304] 7.928 0.000 0.007 7.928 7.931 7.934 7.937
mu[1305] 7.932 0.000 0.007 7.932 7.935 7.937 7.940
mu[1306] 8.266 0.000 0.013 8.266 8.272 8.277 8.283
mu[1307] 8.073 0.000 0.010 8.073 8.078 8.082 8.086
mu[1308] 8.007 0.000 0.008 8.007 8.011 8.014 8.018
mu[1309] 8.036 0.000 0.007 8.036 8.039 8.042 8.045
mu[1310] 8.309 0.000 0.009 8.309 8.313 8.317 8.320
mu[1311] 7.815 0.000 0.013 7.815 7.821 7.826 7.832
mu[1312] 8.392 0.000 0.007 8.392 8.395 8.397 8.400
mu[1313] 8.282 0.000 0.007 8.282 8.285 8.287 8.290
mu[1314] 8.392 0.000 0.010 8.391 8.396 8.400 8.405
mu[1315] 8.309 0.000 0.006 8.309 8.312 8.314 8.317
mu[1316] 8.227 0.000 0.007 8.227 8.230 8.233 8.236
mu[1317] 8.426 0.000 0.011 8.426 8.431 8.436 8.441
mu[1318] 8.424 0.000 0.006 8.424 8.427 8.429 8.432
mu[1319] 9.486 0.000 0.005 9.486 9.488 9.490 9.493
mu[1320] 9.692 0.000 0.007 9.692 9.695 9.698 9.701
mu[1321] 9.540 0.000 0.005 9.540 9.542 9.544 9.546
mu[1322] 9.633 0.000 0.005 9.633 9.636 9.638 9.640
mu[1323] 9.526 0.000 0.005 9.526 9.528 9.530 9.533
mu[1324] 9.592 0.000 0.005 9.592 9.595 9.597 9.599
mu[1325] 10.055 0.000 0.005 10.055 10.057 10.059 10.061
mu[1326] 9.753 0.000 0.005 9.753 9.755 9.757 9.760
mu[1327] 9.647 0.000 0.005 9.647 9.649 9.651 9.653
mu[1328] 9.622 0.000 0.007 9.622 9.626 9.629 9.632
mu[1329] 9.503 0.000 0.005 9.503 9.505 9.507 9.509
mu[1330] 9.700 0.000 0.006 9.700 9.702 9.705 9.707
mu[1331] 10.028 0.000 0.007 10.028 10.031 10.033 10.036
mu[1332] 9.817 0.000 0.007 9.817 9.820 9.823 9.826
mu[1333] 9.653 0.000 0.006 9.653 9.656 9.658 9.661
mu[1334] 9.595 0.000 0.007 9.595 9.598 9.601 9.604
mu[1335] 9.447 0.000 0.005 9.447 9.449 9.452 9.454
mu[1336] 9.844 0.000 0.009 9.844 9.848 9.851 9.855
mu[1337] 9.917 0.000 0.006 9.917 9.919 9.922 9.925
mu[1338] 9.632 0.000 0.006 9.632 9.635 9.638 9.640
mu[1339] 9.624 0.000 0.007 9.624 9.627 9.630 9.633
mu[1340] 9.690 0.000 0.007 9.690 9.693 9.696 9.699
mu[1341] 9.733 0.000 0.006 9.733 9.736 9.738 9.740
mu[1342] 9.910 0.000 0.015 9.910 9.917 9.923 9.929
mu[1343] 9.890 0.000 0.008 9.890 9.894 9.897 9.901
mu[1344] 9.937 0.000 0.008 9.937 9.941 9.944 9.947
mu[1345] 9.759 0.000 0.005 9.759 9.762 9.764 9.766
mu[1346] 9.794 0.000 0.006 9.794 9.797 9.799 9.802
mu[1347] 9.665 0.000 0.005 9.665 9.667 9.669 9.672
mu[1348] 9.614 0.000 0.005 9.614 9.616 9.618 9.621
mu[1349] 9.507 0.000 0.006 9.508 9.510 9.513 9.516
mu[1350] 9.692 0.000 0.005 9.692 9.694 9.696 9.698
mu[1351] 9.758 0.000 0.005 9.758 9.760 9.762 9.764
mu[1352] 9.711 0.000 0.005 9.711 9.714 9.716 9.718
mu[1353] 9.974 0.000 0.006 9.974 9.977 9.979 9.982
mu[1354] 9.865 0.000 0.005 9.865 9.867 9.869 9.871
mu[1355] 9.725 0.000 0.008 9.725 9.728 9.732 9.735
mu[1356] 9.754 0.000 0.005 9.754 9.756 9.758 9.760
mu[1357] 9.903 0.000 0.006 9.903 9.905 9.907 9.910
mu[1358] 9.825 0.000 0.005 9.825 9.827 9.829 9.831
mu[1359] 9.373 0.000 0.007 9.373 9.376 9.379 9.381
mu[1360] 9.230 0.000 0.006 9.230 9.232 9.234 9.237
mu[1361] 8.769 0.000 0.006 8.769 8.772 8.774 8.776
mu[1362] 8.682 0.000 0.007 8.682 8.685 8.687 8.690
mu[1363] 8.727 0.000 0.007 8.727 8.730 8.733 8.736
mu[1364] 8.495 0.000 0.008 8.495 8.499 8.502 8.505
mu[1365] 8.541 0.000 0.006 8.541 8.544 8.546 8.549
mu[1366] 8.062 0.000 0.006 8.062 8.065 8.067 8.070
mu[1367] 8.171 0.000 0.008 8.171 8.174 8.177 8.180
mu[1368] 7.889 0.000 0.007 7.889 7.892 7.895 7.898
mu[1369] 7.926 0.000 0.007 7.926 7.929 7.931 7.934
mu[1370] 7.722 0.000 0.009 7.722 7.726 7.729 7.733
mu[1371] 7.542 0.000 0.008 7.542 7.545 7.549 7.552
mu[1372] 8.021 0.000 0.008 8.021 8.024 8.027 8.031
mu[1373] 8.297 0.000 0.007 8.297 8.300 8.303 8.307
mu[1374] 7.995 0.000 0.007 7.995 7.998 8.001 8.004
mu[1375] 7.882 0.000 0.006 7.882 7.885 7.887 7.890
mu[1376] 7.771 0.000 0.007 7.771 7.774 7.777 7.780
mu[1377] 7.671 0.000 0.007 7.671 7.674 7.676 7.679
mu[1378] 7.760 0.000 0.007 7.760 7.763 7.766 7.769
mu[1379] 7.809 0.000 0.007 7.809 7.812 7.815 7.818
mu[1380] 7.479 0.000 0.009 7.479 7.483 7.487 7.490
mu[1381] 7.836 0.000 0.008 7.836 7.840 7.843 7.847
mu[1382] 8.133 0.000 0.006 8.133 8.136 8.138 8.141
mu[1383] 8.015 0.000 0.009 8.015 8.019 8.023 8.026
mu[1384] 8.464 0.000 0.006 8.464 8.467 8.469 8.472
mu[1385] 8.630 0.000 0.008 8.630 8.634 8.637 8.640
mu[1386] 8.433 0.000 0.006 8.433 8.436 8.439 8.441
mu[1387] 8.491 0.000 0.006 8.491 8.494 8.497 8.500
mu[1388] 8.417 0.000 0.006 8.417 8.420 8.423 8.426
mu[1389] 8.294 0.000 0.008 8.294 8.298 8.302 8.305
mu[1390] 8.374 0.000 0.007 8.374 8.377 8.380 8.382
mu[1391] 8.349 0.000 0.007 8.349 8.352 8.354 8.357
mu[1392] 8.251 0.000 0.006 8.251 8.254 8.257 8.259
mu[1393] 8.241 0.000 0.009 8.241 8.245 8.248 8.252
mu[1394] 8.123 0.000 0.007 8.123 8.126 8.129 8.132
mu[1395] 7.851 0.000 0.007 7.851 7.854 7.857 7.860
mu[1396] 8.242 0.000 0.009 8.242 8.246 8.249 8.253
mu[1397] 8.114 0.000 0.007 8.114 8.118 8.120 8.123
mu[1398] 8.781 0.000 0.006 8.781 8.784 8.786 8.789
mu[1399] 9.804 0.000 0.011 9.804 9.809 9.813 9.818
mu[1400] 9.356 0.000 0.007 9.356 9.359 9.362 9.365
mu[1401] 9.564 0.000 0.007 9.564 9.567 9.570 9.573
mu[1402] 9.826 0.000 0.008 9.826 9.829 9.832 9.836
mu[1403] 10.000 0.000 0.005 10.000 10.003 10.004 10.007
mu[1404] 9.883 0.000 0.006 9.883 9.886 9.889 9.891
mu[1405] 9.765 0.000 0.007 9.765 9.768 9.771 9.774
mu[1406] 9.789 0.000 0.007 9.789 9.792 9.795 9.798
mu[1407] 9.657 0.000 0.006 9.657 9.660 9.662 9.665
mu[1408] 9.756 0.000 0.008 9.756 9.760 9.763 9.766
mu[1409] 10.020 0.000 0.007 10.020 10.023 10.026 10.029
mu[1410] 9.964 0.000 0.007 9.964 9.967 9.970 9.972
mu[1411] 10.219 0.000 0.009 10.219 10.223 10.226 10.231
mu[1412] 10.113 0.000 0.007 10.113 10.116 10.119 10.122
mu[1413] 10.212 0.000 0.005 10.212 10.214 10.216 10.218
mu[1414] 10.903 0.000 0.017 10.903 10.911 10.918 10.925
mu[1415] 13.594 0.000 0.014 13.594 13.599 13.605 13.611
mu[1416] 13.286 0.000 0.007 13.286 13.289 13.291 13.294
mu[1417] 13.649 0.000 0.005 13.649 13.652 13.654 13.656
mu[1418] 13.764 0.000 0.010 13.764 13.768 13.772 13.777
mu[1419] 13.996 0.000 0.014 13.996 14.002 14.008 14.014
mu[1420] 14.737 0.000 0.012 14.737 14.742 14.747 14.752
mu[1421] 14.627 0.000 0.006 14.627 14.630 14.632 14.635
mu[1422] 14.509 0.000 0.008 14.509 14.513 14.516 14.519
mu[1423] 15.062 0.000 0.008 15.061 15.065 15.068 15.072
mu[1424] 18.493 0.000 0.028 18.493 18.505 18.517 18.530
mu[1425] 17.947 0.000 0.026 17.947 17.958 17.969 17.980
mu[1426] 17.275 0.000 0.010 17.275 17.280 17.284 17.289
mu[1427] 17.962 0.000 0.030 17.961 17.975 17.987 17.999
mu[1428] 18.034 0.000 0.023 18.034 18.043 18.053 18.063
mu[1429] 17.628 0.000 0.012 17.628 17.633 17.638 17.644
mu[1430] 17.793 0.000 0.009 17.793 17.797 17.801 17.805
mu[1431] 18.548 0.000 0.015 18.547 18.554 18.560 18.567
mu[1432] 18.513 0.000 0.021 18.512 18.521 18.530 18.540
mu[1433] 18.897 0.000 0.019 18.897 18.905 18.913 18.921
mu[1434] 18.401 0.000 0.010 18.401 18.405 18.409 18.413
mu[1435] 18.435 0.000 0.012 18.436 18.440 18.445 18.450
mu[1436] 18.232 0.000 0.014 18.232 18.238 18.243 18.249
mu[1437] 18.267 0.000 0.010 18.267 18.271 18.275 18.279
mu[1438] 17.831 0.000 0.016 17.831 17.838 17.845 17.852
mu[1439] 18.177 0.000 0.010 18.177 18.181 18.185 18.190
mu[1440] 17.763 0.000 0.009 17.763 17.768 17.771 17.775
mu[1441] 17.660 0.000 0.011 17.660 17.665 17.669 17.674
mu[1442] 16.982 0.000 0.014 16.982 16.988 16.994 17.000
mu[1443] 16.860 0.000 0.010 16.860 16.864 16.868 16.872
mu[1444] 16.983 0.000 0.014 16.983 16.989 16.995 17.001
mu[1445] 16.869 0.000 0.013 16.869 16.875 16.880 16.886
mu[1446] 15.857 0.000 0.011 15.857 15.862 15.867 15.872
mu[1447] 14.563 0.000 0.018 14.563 14.570 14.578 14.585
mu[1448] 14.433 0.000 0.007 14.433 14.436 14.439 14.442
mu[1449] 14.337 0.000 0.006 14.337 14.339 14.341 14.344
mu[1450] 13.477 0.000 0.013 13.477 13.482 13.487 13.493
mu[1451] 14.968 0.000 0.023 14.968 14.979 14.988 14.998
mu[1452] 14.713 0.000 0.013 14.713 14.719 14.724 14.730
mu[1453] 15.507 0.000 0.006 15.507 15.510 15.513 15.516
mu[1454] 15.430 0.000 0.010 15.430 15.435 15.439 15.443
mu[1455] 15.533 0.000 0.015 15.533 15.539 15.545 15.552
mu[1456] 15.945 0.000 0.010 15.944 15.949 15.953 15.957
mu[1457] 16.251 0.000 0.014 16.250 16.257 16.262 16.268
mu[1458] 15.803 0.000 0.008 15.803 15.807 15.810 15.813
mu[1459] 16.095 0.000 0.013 16.095 16.101 16.107 16.112
mu[1460] 16.286 0.000 0.008 16.287 16.290 16.293 16.296
y_rep[1] 16.520 0.003 0.235 16.520 16.575 16.635 16.721
y_rep[2] 16.860 0.003 0.218 16.858 16.915 16.975 17.050
y_rep[3] 16.414 0.003 0.230 16.415 16.469 16.531 16.610
y_rep[4] 17.098 0.003 0.219 17.100 17.156 17.215 17.296
y_rep[5] 17.152 0.003 0.221 17.155 17.213 17.274 17.352
y_rep[6] 17.694 0.003 0.210 17.695 17.753 17.809 17.888
y_rep[7] 17.345 0.003 0.217 17.347 17.402 17.458 17.540
y_rep[8] 17.639 0.003 0.213 17.636 17.698 17.759 17.840
y_rep[9] 17.353 0.003 0.222 17.355 17.412 17.471 17.550
y_rep[10] 17.802 0.003 0.212 17.806 17.862 17.920 18.001
y_rep[11] 18.014 0.003 0.220 18.013 18.068 18.128 18.209
y_rep[12] 19.146 0.003 0.223 19.147 19.203 19.264 19.349
y_rep[13] 18.958 0.003 0.204 18.956 19.016 19.073 19.150
y_rep[14] 18.432 0.003 0.212 18.431 18.486 18.548 18.625
y_rep[15] 17.507 0.003 0.230 17.505 17.563 17.627 17.709
y_rep[16] 16.879 0.003 0.218 16.884 16.940 16.998 17.078
y_rep[17] 17.198 0.003 0.228 17.200 17.257 17.318 17.391
y_rep[18] 17.465 0.003 0.219 17.470 17.527 17.584 17.668
y_rep[19] 17.195 0.003 0.213 17.197 17.255 17.313 17.392
y_rep[20] 16.480 0.003 0.217 16.484 16.541 16.600 16.681
y_rep[21] 16.243 0.003 0.209 16.245 16.302 16.360 16.440
y_rep[22] 16.388 0.003 0.227 16.390 16.447 16.507 16.588
y_rep[23] 16.346 0.003 0.244 16.346 16.403 16.459 16.536
y_rep[24] 16.838 0.003 0.228 16.841 16.897 16.955 17.038
y_rep[25] 16.933 0.003 0.217 16.930 16.988 17.048 17.127
y_rep[26] 16.188 0.003 0.210 16.190 16.246 16.305 16.385
y_rep[27] 16.066 0.003 0.219 16.065 16.121 16.181 16.259
y_rep[28] 15.848 0.003 0.217 15.846 15.902 15.967 16.048
y_rep[29] 15.440 0.003 0.213 15.440 15.496 15.553 15.633
y_rep[30] 15.237 0.003 0.259 15.235 15.294 15.355 15.434
y_rep[31] 15.312 0.003 0.203 15.315 15.372 15.425 15.505
y_rep[32] 14.678 0.003 0.221 14.674 14.736 14.793 14.872
y_rep[33] 14.151 0.003 0.207 14.152 14.209 14.269 14.345
y_rep[34] 13.933 0.003 0.233 13.937 13.995 14.051 14.127
y_rep[35] 13.229 0.003 0.220 13.227 13.283 13.344 13.427
y_rep[36] 13.168 0.004 0.277 13.174 13.231 13.290 13.369
y_rep[37] 13.615 0.003 0.218 13.615 13.672 13.728 13.808
y_rep[38] 14.812 0.003 0.233 14.811 14.871 14.933 15.014
y_rep[39] 15.223 0.003 0.213 15.226 15.282 15.341 15.422
y_rep[40] 14.784 0.004 0.288 14.788 14.846 14.909 14.986
y_rep[41] 14.686 0.003 0.246 14.686 14.745 14.804 14.888
y_rep[42] 14.896 0.003 0.238 14.895 14.951 15.011 15.093
y_rep[43] 14.755 0.003 0.236 14.755 14.814 14.875 14.954
y_rep[44] 15.227 0.003 0.207 15.230 15.289 15.344 15.423
y_rep[45] 14.629 0.003 0.221 14.630 14.685 14.743 14.827
y_rep[46] 13.770 0.003 0.237 13.767 13.822 13.881 13.967
y_rep[47] 13.607 0.003 0.216 13.606 13.663 13.723 13.800
y_rep[48] 13.808 0.003 0.219 13.807 13.865 13.922 14.006
y_rep[49] 14.499 0.003 0.216 14.498 14.557 14.615 14.687
y_rep[50] 14.939 0.003 0.210 14.940 14.995 15.054 15.137
y_rep[51] 15.011 0.003 0.214 15.013 15.068 15.127 15.206
y_rep[52] 14.402 0.003 0.206 14.405 14.461 14.520 14.594
y_rep[53] 14.242 0.003 0.224 14.244 14.298 14.357 14.438
y_rep[54] 14.324 0.003 0.207 14.327 14.383 14.443 14.520
y_rep[55] 14.236 0.003 0.265 14.238 14.293 14.351 14.433
y_rep[56] 14.326 0.003 0.209 14.329 14.383 14.443 14.517
y_rep[57] 14.504 0.003 0.229 14.502 14.561 14.620 14.702
y_rep[58] 14.719 0.003 0.220 14.718 14.774 14.834 14.923
y_rep[59] 14.124 0.003 0.230 14.121 14.181 14.241 14.320
y_rep[60] 13.952 0.003 0.246 13.950 14.008 14.069 14.153
y_rep[61] 13.077 0.003 0.205 13.079 13.140 13.197 13.280
y_rep[62] 13.038 0.003 0.202 13.036 13.093 13.151 13.235
y_rep[63] 14.164 0.003 0.248 14.168 14.226 14.282 14.361
y_rep[64] 13.979 0.003 0.222 13.984 14.039 14.095 14.170
y_rep[65] 13.581 0.003 0.239 13.581 13.640 13.696 13.775
y_rep[66] 13.289 0.003 0.225 13.285 13.343 13.405 13.492
y_rep[67] 13.390 0.003 0.215 13.389 13.447 13.504 13.586
y_rep[68] 13.556 0.004 0.310 13.556 13.615 13.669 13.756
y_rep[69] 13.877 0.003 0.239 13.879 13.935 13.992 14.073
y_rep[70] 14.028 0.003 0.205 14.026 14.084 14.141 14.226
y_rep[71] 13.819 0.003 0.208 13.819 13.877 13.934 14.010
y_rep[72] 12.893 0.003 0.219 12.893 12.950 13.011 13.084
y_rep[73] 12.347 0.003 0.220 12.348 12.404 12.458 12.540
y_rep[74] 12.260 0.003 0.225 12.264 12.320 12.380 12.461
y_rep[75] 12.192 0.003 0.204 12.194 12.252 12.309 12.386
y_rep[76] 12.933 0.003 0.218 12.931 12.987 13.046 13.128
y_rep[77] 12.959 0.003 0.229 12.959 13.016 13.073 13.155
y_rep[78] 12.854 0.003 0.214 12.854 12.913 12.970 13.052
y_rep[79] 12.404 0.003 0.239 12.403 12.461 12.520 12.597
y_rep[80] 12.388 0.003 0.234 12.385 12.444 12.500 12.579
y_rep[81] 12.342 0.003 0.236 12.340 12.397 12.457 12.540
y_rep[82] 12.501 0.003 0.233 12.494 12.554 12.614 12.700
y_rep[83] 12.690 0.003 0.217 12.690 12.747 12.805 12.892
y_rep[84] 12.953 0.003 0.212 12.955 13.011 13.069 13.152
y_rep[85] 12.618 0.003 0.219 12.616 12.673 12.732 12.816
y_rep[86] 12.098 0.003 0.211 12.100 12.156 12.216 12.290
y_rep[87] 12.840 0.003 0.211 12.840 12.900 12.959 13.035
y_rep[88] 13.122 0.003 0.203 13.123 13.180 13.239 13.319
y_rep[89] 13.079 0.003 0.208 13.076 13.135 13.194 13.273
y_rep[90] 13.801 0.003 0.213 13.801 13.855 13.916 14.003
y_rep[91] 13.803 0.003 0.206 13.805 13.862 13.919 14.001
y_rep[92] 13.460 0.003 0.232 13.458 13.518 13.579 13.665
y_rep[93] 13.143 0.003 0.211 13.145 13.200 13.258 13.342
y_rep[94] 13.383 0.003 0.230 13.382 13.441 13.498 13.579
y_rep[95] 13.384 0.003 0.226 13.384 13.441 13.497 13.583
y_rep[96] 13.592 0.003 0.222 13.594 13.651 13.708 13.788
y_rep[97] 13.745 0.003 0.251 13.744 13.803 13.860 13.942
y_rep[98] 13.495 0.003 0.204 13.495 13.553 13.612 13.692
y_rep[99] 13.030 0.003 0.226 13.026 13.086 13.144 13.224
y_rep[100] 12.803 0.003 0.213 12.805 12.862 12.920 12.998
y_rep[101] 12.783 0.003 0.223 12.782 12.838 12.899 12.978
y_rep[102] 13.191 0.003 0.220 13.190 13.247 13.309 13.391
y_rep[103] 14.147 0.003 0.221 14.148 14.203 14.265 14.342
y_rep[104] 13.700 0.003 0.217 13.699 13.757 13.816 13.898
y_rep[105] 13.465 0.004 0.255 13.466 13.523 13.581 13.662
y_rep[106] 13.368 0.003 0.230 13.368 13.427 13.487 13.568
y_rep[107] 12.881 0.003 0.211 12.883 12.941 13.000 13.077
y_rep[108] 12.948 0.003 0.221 12.946 13.005 13.062 13.144
y_rep[109] 13.483 0.003 0.215 13.482 13.538 13.598 13.676
y_rep[110] 13.415 0.003 0.221 13.411 13.468 13.525 13.607
y_rep[111] 12.857 0.003 0.230 12.858 12.913 12.974 13.058
y_rep[112] 12.798 0.003 0.269 12.797 12.854 12.912 12.995
y_rep[113] 11.870 0.003 0.224 11.868 11.927 11.987 12.070
y_rep[114] 11.379 0.003 0.243 11.380 11.440 11.499 11.581
y_rep[115] 11.570 0.003 0.204 11.567 11.628 11.688 11.767
y_rep[116] 12.100 0.003 0.211 12.103 12.159 12.218 12.298
y_rep[117] 12.089 0.003 0.234 12.086 12.142 12.199 12.283
y_rep[118] 11.676 0.003 0.198 11.676 11.734 11.791 11.870
y_rep[119] 11.548 0.003 0.228 11.546 11.606 11.668 11.751
y_rep[120] 11.196 0.003 0.234 11.200 11.253 11.308 11.385
y_rep[121] 11.171 0.003 0.227 11.169 11.227 11.284 11.373
y_rep[122] 11.620 0.003 0.228 11.620 11.676 11.735 11.817
y_rep[123] 11.985 0.003 0.229 11.984 12.043 12.102 12.189
y_rep[124] 12.086 0.004 0.350 12.081 12.139 12.196 12.285
y_rep[125] 11.971 0.003 0.214 11.972 12.030 12.089 12.172
y_rep[126] 11.474 0.004 0.273 11.474 11.532 11.589 11.671
y_rep[127] 11.104 0.003 0.213 11.107 11.163 11.224 11.302
y_rep[128] 11.233 0.003 0.210 11.234 11.293 11.352 11.435
y_rep[129] 11.293 0.003 0.211 11.295 11.351 11.409 11.485
y_rep[130] 11.477 0.003 0.227 11.477 11.536 11.594 11.672
y_rep[131] 11.446 0.003 0.264 11.444 11.503 11.560 11.636
y_rep[132] 10.861 0.003 0.249 10.859 10.919 10.977 11.058
y_rep[133] 10.564 0.003 0.237 10.563 10.622 10.679 10.758
y_rep[134] 10.697 0.003 0.220 10.697 10.751 10.808 10.894
y_rep[135] 10.906 0.003 0.216 10.905 10.962 11.023 11.102
y_rep[136] 10.787 0.003 0.225 10.784 10.841 10.899 10.974
y_rep[137] 11.537 0.003 0.219 11.541 11.598 11.656 11.730
y_rep[138] 11.509 0.003 0.223 11.510 11.568 11.626 11.702
y_rep[139] 11.080 0.003 0.218 11.079 11.138 11.195 11.275
y_rep[140] 10.817 0.003 0.219 10.817 10.874 10.930 11.010
y_rep[141] 11.643 0.003 0.231 11.645 11.701 11.759 11.839
y_rep[142] 11.243 0.003 0.221 11.244 11.302 11.361 11.446
y_rep[143] 11.360 0.003 0.202 11.358 11.417 11.477 11.558
y_rep[144] 11.299 0.003 0.234 11.297 11.355 11.412 11.491
y_rep[145] 10.541 0.003 0.213 10.538 10.598 10.655 10.733
y_rep[146] 10.241 0.003 0.271 10.246 10.305 10.362 10.438
y_rep[147] 10.276 0.003 0.208 10.275 10.332 10.394 10.483
y_rep[148] 10.643 0.003 0.214 10.647 10.703 10.759 10.845
y_rep[149] 10.574 0.003 0.226 10.578 10.634 10.690 10.768
y_rep[150] 10.851 0.003 0.223 10.850 10.909 10.965 11.047
y_rep[151] 10.708 0.003 0.209 10.709 10.764 10.821 10.902
y_rep[152] 10.657 0.003 0.220 10.656 10.717 10.778 10.854
y_rep[153] 10.195 0.003 0.231 10.193 10.252 10.316 10.391
y_rep[154] 10.028 0.003 0.214 10.025 10.080 10.139 10.224
y_rep[155] 10.202 0.003 0.220 10.200 10.256 10.314 10.398
y_rep[156] 10.907 0.004 0.282 10.903 10.958 11.018 11.098
y_rep[157] 11.183 0.003 0.229 11.185 11.242 11.296 11.374
y_rep[158] 11.320 0.005 0.375 11.324 11.383 11.439 11.524
y_rep[159] 11.186 0.003 0.219 11.184 11.239 11.299 11.377
y_rep[160] 10.451 0.003 0.224 10.454 10.509 10.568 10.647
y_rep[161] 10.279 0.003 0.227 10.280 10.337 10.395 10.479
y_rep[162] 10.770 0.003 0.223 10.776 10.831 10.889 10.970
y_rep[163] 10.903 0.003 0.212 10.901 10.960 11.017 11.104
y_rep[164] 10.835 0.003 0.231 10.841 10.894 10.952 11.032
y_rep[165] 10.801 0.003 0.215 10.800 10.858 10.918 10.999
y_rep[166] 10.920 0.003 0.223 10.922 10.978 11.036 11.121
y_rep[167] 10.717 0.003 0.223 10.719 10.775 10.834 10.914
y_rep[168] 10.622 0.003 0.217 10.621 10.679 10.738 10.825
y_rep[169] 13.297 0.003 0.220 13.295 13.354 13.414 13.496
y_rep[170] 17.483 0.003 0.249 17.484 17.552 17.625 17.711
y_rep[171] 16.484 0.003 0.246 16.488 16.549 16.605 16.685
y_rep[172] 16.657 0.003 0.218 16.660 16.715 16.775 16.853
y_rep[173] 16.930 0.003 0.210 16.928 16.988 17.046 17.133
y_rep[174] 16.989 0.003 0.256 16.991 17.048 17.105 17.181
y_rep[175] 17.588 0.003 0.211 17.585 17.644 17.709 17.793
y_rep[176] 17.872 0.003 0.259 17.870 17.930 17.990 18.072
y_rep[177] 17.225 0.004 0.304 17.224 17.282 17.341 17.422
y_rep[178] 17.396 0.003 0.225 17.395 17.454 17.512 17.594
y_rep[179] 17.613 0.003 0.216 17.613 17.670 17.728 17.809
y_rep[180] 17.373 0.003 0.203 17.371 17.430 17.490 17.575
y_rep[181] 17.202 0.003 0.206 17.206 17.262 17.318 17.393
y_rep[182] 17.256 0.004 0.280 17.251 17.309 17.365 17.452
y_rep[183] 16.874 0.003 0.275 16.878 16.938 16.996 17.080
y_rep[184] 17.329 0.003 0.216 17.327 17.385 17.445 17.521
y_rep[185] 17.512 0.004 0.311 17.514 17.575 17.637 17.710
y_rep[186] 17.100 0.003 0.218 17.101 17.157 17.214 17.298
y_rep[187] 17.121 0.003 0.211 17.122 17.180 17.238 17.317
y_rep[188] 17.100 0.003 0.209 17.099 17.158 17.217 17.300
y_rep[189] 17.552 0.003 0.223 17.550 17.605 17.661 17.751
y_rep[190] 17.672 0.003 0.205 17.672 17.731 17.789 17.866
y_rep[191] 18.711 0.003 0.208 18.712 18.770 18.829 18.910
y_rep[192] 17.261 0.003 0.213 17.259 17.324 17.389 17.479
y_rep[193] 14.333 0.003 0.216 14.336 14.392 14.448 14.533
y_rep[194] 14.202 0.003 0.216 14.200 14.258 14.317 14.401
y_rep[195] 13.818 0.003 0.205 13.820 13.877 13.938 14.014
y_rep[196] 13.129 0.003 0.220 13.128 13.188 13.247 13.333
y_rep[197] 12.911 0.003 0.206 12.912 12.969 13.027 13.104
y_rep[198] 13.218 0.003 0.225 13.217 13.272 13.335 13.422
y_rep[199] 13.949 0.003 0.221 13.946 14.004 14.067 14.151
y_rep[200] 13.919 0.003 0.220 13.920 13.974 14.037 14.117
y_rep[201] 13.630 0.003 0.219 13.631 13.688 13.746 13.831
y_rep[202] 13.170 0.003 0.217 13.167 13.225 13.285 13.363
y_rep[203] 13.041 0.003 0.206 13.042 13.099 13.158 13.237
y_rep[204] 14.414 0.003 0.227 14.413 14.473 14.529 14.606
y_rep[205] 15.538 0.003 0.259 15.540 15.598 15.658 15.737
y_rep[206] 15.467 0.003 0.204 15.467 15.525 15.581 15.662
y_rep[207] 15.141 0.003 0.245 15.140 15.199 15.258 15.341
y_rep[208] 15.169 0.003 0.210 15.169 15.225 15.283 15.362
y_rep[209] 14.739 0.003 0.210 14.740 14.800 14.854 14.938
y_rep[210] 14.791 0.003 0.206 14.792 14.848 14.903 14.979
y_rep[211] 14.833 0.003 0.211 14.834 14.890 14.953 15.032
y_rep[212] 14.937 0.003 0.224 14.940 14.995 15.056 15.136
y_rep[213] 14.465 0.003 0.218 14.463 14.520 14.578 14.663
y_rep[214] 14.068 0.003 0.218 14.067 14.123 14.184 14.264
y_rep[215] 13.638 0.003 0.203 13.639 13.696 13.756 13.836
y_rep[216] 13.439 0.003 0.217 13.438 13.496 13.554 13.635
y_rep[217] 13.558 0.003 0.220 13.554 13.613 13.670 13.759
y_rep[218] 14.087 0.003 0.243 14.087 14.143 14.201 14.289
y_rep[219] 14.356 0.003 0.201 14.358 14.417 14.475 14.552
y_rep[220] 14.189 0.003 0.210 14.191 14.246 14.303 14.380
y_rep[221] 13.748 0.003 0.254 13.747 13.803 13.863 13.952
y_rep[222] 13.139 0.003 0.273 13.143 13.199 13.258 13.345
y_rep[223] 13.166 0.003 0.226 13.166 13.221 13.277 13.360
y_rep[224] 13.167 0.003 0.222 13.167 13.223 13.279 13.360
y_rep[225] 13.610 0.003 0.224 13.612 13.669 13.729 13.809
y_rep[226] 13.293 0.003 0.228 13.291 13.348 13.407 13.482
y_rep[227] 12.709 0.003 0.205 12.714 12.771 12.829 12.907
y_rep[228] 11.938 0.003 0.217 11.940 11.997 12.052 12.135
y_rep[229] 11.719 0.003 0.226 11.718 11.776 11.833 11.914
y_rep[230] 11.503 0.004 0.295 11.504 11.561 11.618 11.696
y_rep[231] 11.649 0.004 0.309 11.645 11.700 11.762 11.847
y_rep[232] 12.611 0.003 0.220 12.612 12.670 12.728 12.811
y_rep[233] 12.606 0.003 0.259 12.607 12.664 12.724 12.806
y_rep[234] 12.144 0.003 0.214 12.142 12.202 12.260 12.345
y_rep[235] 12.360 0.003 0.216 12.360 12.417 12.478 12.561
y_rep[236] 12.604 0.003 0.199 12.601 12.659 12.718 12.798
y_rep[237] 12.647 0.003 0.243 12.647 12.704 12.763 12.840
y_rep[238] 12.614 0.003 0.231 12.611 12.668 12.725 12.805
y_rep[239] 13.478 0.003 0.210 13.478 13.534 13.594 13.670
y_rep[240] 14.042 0.003 0.211 14.044 14.102 14.161 14.238
y_rep[241] 13.521 0.003 0.222 13.519 13.577 13.643 13.715
y_rep[242] 13.450 0.003 0.247 13.452 13.509 13.569 13.654
y_rep[243] 13.521 0.003 0.229 13.521 13.582 13.641 13.720
y_rep[244] 13.555 0.003 0.268 13.554 13.613 13.669 13.750
y_rep[245] 13.856 0.003 0.202 13.854 13.909 13.967 14.045
y_rep[246] 14.456 0.006 0.452 14.448 14.510 14.567 14.654
y_rep[247] 14.064 0.003 0.214 14.063 14.119 14.177 14.254
y_rep[248] 13.690 0.003 0.219 13.690 13.749 13.807 13.886
y_rep[249] 13.837 0.003 0.219 13.836 13.894 13.957 14.044
y_rep[250] 13.528 0.003 0.217 13.532 13.587 13.646 13.728
y_rep[251] 14.153 0.003 0.207 14.154 14.214 14.272 14.353
y_rep[252] 14.537 0.003 0.220 14.538 14.596 14.655 14.737
y_rep[253] 14.557 0.003 0.231 14.558 14.615 14.675 14.758
y_rep[254] 14.149 0.003 0.232 14.149 14.204 14.265 14.343
y_rep[255] 13.736 0.003 0.215 13.733 13.794 13.853 13.935
y_rep[256] 13.702 0.003 0.222 13.701 13.759 13.819 13.902
y_rep[257] 13.942 0.003 0.213 13.943 13.998 14.058 14.139
y_rep[258] 13.933 0.003 0.236 13.934 13.993 14.053 14.136
y_rep[259] 13.624 0.003 0.209 13.625 13.682 13.742 13.822
y_rep[260] 13.594 0.003 0.228 13.595 13.653 13.713 13.794
y_rep[261] 13.513 0.003 0.216 13.512 13.569 13.625 13.711
y_rep[262] 12.416 0.003 0.213 12.412 12.471 12.533 12.620
y_rep[263] 12.120 0.003 0.238 12.122 12.181 12.240 12.318
y_rep[264] 12.369 0.003 0.241 12.367 12.426 12.485 12.569
y_rep[265] 12.455 0.003 0.217 12.455 12.511 12.570 12.646
y_rep[266] 13.432 0.004 0.287 13.433 13.493 13.553 13.634
y_rep[267] 13.166 0.003 0.217 13.169 13.224 13.286 13.369
y_rep[268] 12.709 0.003 0.231 12.709 12.765 12.823 12.902
y_rep[269] 12.575 0.003 0.236 12.576 12.632 12.693 12.775
y_rep[270] 13.038 0.003 0.209 13.036 13.091 13.152 13.238
y_rep[271] 13.536 0.003 0.258 13.536 13.594 13.657 13.737
y_rep[272] 13.758 0.003 0.219 13.757 13.814 13.872 13.954
y_rep[273] 13.568 0.004 0.307 13.565 13.621 13.679 13.762
y_rep[274] 13.471 0.003 0.228 13.475 13.532 13.589 13.671
y_rep[275] 12.819 0.003 0.224 12.822 12.878 12.936 13.020
y_rep[276] 12.655 0.003 0.208 12.659 12.716 12.774 12.856
y_rep[277] 12.705 0.003 0.245 12.703 12.762 12.819 12.905
y_rep[278] 12.863 0.003 0.215 12.863 12.923 12.982 13.066
y_rep[279] 12.854 0.003 0.217 12.854 12.912 12.969 13.051
y_rep[280] 12.922 0.003 0.262 12.917 12.974 13.034 13.111
y_rep[281] 12.801 0.003 0.222 12.803 12.861 12.916 12.994
y_rep[282] 12.627 0.004 0.291 12.624 12.684 12.742 12.824
y_rep[283] 13.246 0.003 0.219 13.244 13.300 13.361 13.443
y_rep[284] 13.078 0.003 0.231 13.078 13.133 13.193 13.273
y_rep[285] 13.577 0.003 0.212 13.581 13.641 13.700 13.774
y_rep[286] 13.680 0.004 0.287 13.683 13.738 13.799 13.877
y_rep[287] 13.481 0.003 0.217 13.482 13.540 13.599 13.676
y_rep[288] 13.205 0.003 0.207 13.206 13.263 13.324 13.404
y_rep[289] 12.822 0.003 0.231 12.822 12.880 12.940 13.022
y_rep[290] 12.727 0.003 0.212 12.729 12.786 12.843 12.919
y_rep[291] 12.898 0.003 0.204 12.896 12.954 13.014 13.085
y_rep[292] 13.057 0.003 0.231 13.058 13.114 13.174 13.253
y_rep[293] 12.804 0.003 0.225 12.803 12.863 12.923 13.008
y_rep[294] 12.636 0.003 0.210 12.636 12.693 12.753 12.829
y_rep[295] 12.948 0.003 0.222 12.948 13.007 13.062 13.143
y_rep[296] 13.476 0.006 0.430 13.473 13.529 13.588 13.670
y_rep[297] 13.166 0.003 0.207 13.170 13.227 13.286 13.358
y_rep[298] 14.521 0.003 0.206 14.519 14.576 14.636 14.715
y_rep[299] 14.643 0.003 0.215 14.645 14.702 14.758 14.842
y_rep[300] 14.930 0.003 0.219 14.930 14.989 15.045 15.126
y_rep[301] 14.887 0.003 0.264 14.885 14.944 15.005 15.085
y_rep[302] 14.886 0.003 0.223 14.884 14.944 15.003 15.091
y_rep[303] 14.775 0.003 0.241 14.780 14.835 14.894 14.971
y_rep[304] 14.889 0.003 0.226 14.886 14.942 15.002 15.095
y_rep[305] 14.855 0.003 0.217 14.856 14.915 14.972 15.050
y_rep[306] 14.622 0.003 0.212 14.619 14.675 14.731 14.820
y_rep[307] 14.630 0.003 0.254 14.633 14.691 14.748 14.827
y_rep[308] 14.621 0.003 0.226 14.618 14.676 14.733 14.817
y_rep[309] 15.556 0.003 0.228 15.554 15.612 15.673 15.762
y_rep[310] 16.012 0.003 0.212 16.013 16.070 16.127 16.202
y_rep[311] 15.765 0.003 0.215 15.760 15.820 15.878 15.962
y_rep[312] 15.703 0.003 0.217 15.706 15.763 15.823 15.895
y_rep[313] 15.869 0.003 0.228 15.864 15.922 15.980 16.058
y_rep[314] 15.686 0.003 0.219 15.687 15.743 15.801 15.882
y_rep[315] 15.351 0.003 0.222 15.353 15.410 15.467 15.543
y_rep[316] 15.226 0.003 0.234 15.222 15.282 15.340 15.430
y_rep[317] 14.913 0.003 0.225 14.910 14.966 15.029 15.113
y_rep[318] 14.716 0.003 0.209 14.713 14.772 14.833 14.920
y_rep[319] 14.810 0.003 0.227 14.811 14.867 14.927 15.009
y_rep[320] 14.067 0.003 0.234 14.070 14.127 14.188 14.267
y_rep[321] 13.139 0.003 0.223 13.140 13.197 13.255 13.335
y_rep[322] 13.080 0.003 0.216 13.080 13.136 13.194 13.279
y_rep[323] 12.592 0.003 0.252 12.588 12.649 12.707 12.788
y_rep[324] 12.817 0.003 0.208 12.820 12.875 12.933 13.010
y_rep[325] 13.130 0.003 0.248 13.131 13.186 13.244 13.323
y_rep[326] 13.245 0.004 0.310 13.248 13.305 13.364 13.447
y_rep[327] 13.573 0.003 0.206 13.573 13.628 13.688 13.768
y_rep[328] 13.496 0.003 0.231 13.498 13.556 13.616 13.691
y_rep[329] 13.516 0.003 0.219 13.518 13.578 13.635 13.715
y_rep[330] 13.542 0.003 0.203 13.544 13.600 13.663 13.744
y_rep[331] 13.581 0.003 0.213 13.578 13.638 13.699 13.781
y_rep[332] 12.895 0.003 0.209 12.896 12.955 13.014 13.094
y_rep[333] 13.464 0.003 0.220 13.468 13.525 13.582 13.661
y_rep[334] 13.614 0.003 0.215 13.612 13.671 13.732 13.815
y_rep[335] 13.406 0.003 0.222 13.404 13.460 13.520 13.603
y_rep[336] 13.206 0.003 0.250 13.209 13.267 13.324 13.400
y_rep[337] 13.178 0.003 0.204 13.182 13.237 13.295 13.374
y_rep[338] 13.696 0.003 0.221 13.695 13.751 13.812 13.898
y_rep[339] 13.879 0.003 0.213 13.880 13.939 13.996 14.075
y_rep[340] 14.161 0.003 0.212 14.159 14.215 14.274 14.365
y_rep[341] 13.821 0.003 0.214 13.819 13.875 13.935 14.022
y_rep[342] 13.946 0.003 0.238 13.949 14.006 14.061 14.138
y_rep[343] 14.223 0.003 0.205 14.222 14.277 14.338 14.414
y_rep[344] 14.033 0.003 0.204 14.035 14.090 14.146 14.226
y_rep[345] 14.261 0.003 0.214 14.258 14.317 14.378 14.459
y_rep[346] 14.523 0.003 0.199 14.523 14.579 14.635 14.718
y_rep[347] 14.057 0.003 0.208 14.060 14.119 14.176 14.249
y_rep[348] 13.988 0.003 0.227 13.990 14.047 14.104 14.186
y_rep[349] 13.811 0.003 0.217 13.815 13.872 13.927 14.003
y_rep[350] 13.890 0.003 0.226 13.887 13.947 14.007 14.091
y_rep[351] 13.981 0.003 0.225 13.984 14.039 14.096 14.177
y_rep[352] 14.448 0.003 0.231 14.450 14.508 14.564 14.643
y_rep[353] 14.477 0.003 0.214 14.476 14.534 14.591 14.670
y_rep[354] 15.326 0.003 0.229 15.321 15.381 15.443 15.524
y_rep[355] 15.350 0.003 0.212 15.351 15.408 15.467 15.546
y_rep[356] 15.401 0.003 0.229 15.399 15.454 15.514 15.591
y_rep[357] 17.341 0.003 0.242 17.345 17.401 17.460 17.542
y_rep[358] 19.070 0.003 0.226 19.070 19.128 19.187 19.270
y_rep[359] 18.208 0.003 0.213 18.210 18.265 18.319 18.397
y_rep[360] 19.038 0.003 0.217 19.038 19.094 19.149 19.234
y_rep[361] 18.967 0.003 0.254 18.969 19.028 19.090 19.168
y_rep[362] 19.089 0.003 0.221 19.089 19.147 19.203 19.288
y_rep[363] 20.084 0.003 0.227 20.079 20.137 20.197 20.284
y_rep[364] 20.472 0.003 0.230 20.473 20.532 20.589 20.665
y_rep[365] 20.082 0.003 0.217 20.081 20.142 20.203 20.285
y_rep[366] 20.306 0.003 0.216 20.306 20.366 20.424 20.506
y_rep[367] 21.045 0.003 0.221 21.047 21.105 21.162 21.240
y_rep[368] 20.943 0.003 0.211 20.942 20.999 21.055 21.132
y_rep[369] 21.428 0.003 0.259 21.428 21.485 21.544 21.630
y_rep[370] 21.808 0.003 0.236 21.806 21.863 21.922 21.999
y_rep[371] 21.367 0.003 0.202 21.365 21.426 21.485 21.565
y_rep[372] 21.957 0.003 0.211 21.955 22.019 22.076 22.155
y_rep[373] 22.185 0.003 0.209 22.186 22.242 22.303 22.381
y_rep[374] 21.921 0.003 0.226 21.922 21.979 22.037 22.118
y_rep[375] 21.950 0.003 0.216 21.951 22.010 22.069 22.147
y_rep[376] 22.057 0.004 0.278 22.059 22.118 22.177 22.261
y_rep[377] 21.947 0.003 0.213 21.946 22.002 22.061 22.137
y_rep[378] 21.896 0.003 0.204 21.897 21.954 22.014 22.094
y_rep[379] 21.576 0.003 0.214 21.576 21.634 21.692 21.770
y_rep[380] 19.547 0.003 0.225 19.547 19.609 19.672 19.754
y_rep[381] 19.962 0.003 0.214 19.962 20.022 20.081 20.158
y_rep[382] 20.667 0.003 0.234 20.666 20.724 20.782 20.859
y_rep[383] 20.306 0.003 0.217 20.308 20.365 20.424 20.503
y_rep[384] 20.000 0.003 0.238 20.002 20.060 20.120 20.196
y_rep[385] 19.796 0.003 0.257 19.796 19.854 19.913 19.995
y_rep[386] 19.359 0.003 0.248 19.359 19.416 19.475 19.555
y_rep[387] 19.854 0.003 0.202 19.853 19.909 19.970 20.052
y_rep[388] 20.344 0.003 0.225 20.343 20.401 20.463 20.544
y_rep[389] 20.027 0.003 0.226 20.025 20.083 20.140 20.227
y_rep[390] 19.466 0.003 0.257 19.468 19.525 19.584 19.671
y_rep[391] 19.286 0.004 0.293 19.289 19.345 19.402 19.488
y_rep[392] 18.602 0.003 0.259 18.601 18.658 18.711 18.793
y_rep[393] 18.928 0.003 0.204 18.924 18.981 19.041 19.123
y_rep[394] 18.943 0.003 0.205 18.945 19.003 19.059 19.136
y_rep[395] 18.582 0.003 0.210 18.585 18.643 18.703 18.779
y_rep[396] 18.100 0.003 0.244 18.101 18.159 18.217 18.300
y_rep[397] 18.028 0.003 0.214 18.031 18.088 18.146 18.223
y_rep[398] 18.030 0.003 0.223 18.029 18.088 18.149 18.235
y_rep[399] 17.903 0.003 0.231 17.902 17.961 18.024 18.108
y_rep[400] 17.512 0.003 0.248 17.505 17.565 17.620 17.707
y_rep[401] 17.695 0.003 0.225 17.695 17.755 17.813 17.895
y_rep[402] 17.575 0.003 0.218 17.571 17.632 17.693 17.771
y_rep[403] 17.276 0.003 0.224 17.274 17.333 17.392 17.472
y_rep[404] 16.749 0.003 0.212 16.750 16.807 16.864 16.947
y_rep[405] 15.961 0.003 0.211 15.961 16.018 16.077 16.163
y_rep[406] 16.091 0.003 0.242 16.088 16.149 16.208 16.288
y_rep[407] 16.402 0.003 0.219 16.402 16.456 16.515 16.599
y_rep[408] 16.213 0.003 0.209 16.212 16.271 16.329 16.415
y_rep[409] 15.952 0.003 0.230 15.953 16.012 16.073 16.152
y_rep[410] 15.381 0.003 0.223 15.378 15.437 15.498 15.574
y_rep[411] 15.150 0.003 0.212 15.150 15.205 15.264 15.346
y_rep[412] 15.327 0.003 0.210 15.324 15.382 15.439 15.518
y_rep[413] 15.323 0.003 0.212 15.324 15.380 15.437 15.515
y_rep[414] 15.037 0.004 0.287 15.036 15.093 15.151 15.237
y_rep[415] 14.966 0.003 0.227 14.968 15.023 15.083 15.166
y_rep[416] 15.122 0.003 0.210 15.122 15.177 15.236 15.309
y_rep[417] 14.825 0.005 0.353 14.827 14.884 14.940 15.024
y_rep[418] 15.065 0.004 0.273 15.063 15.122 15.180 15.263
y_rep[419] 16.071 0.003 0.218 16.068 16.124 16.181 16.259
y_rep[420] 15.864 0.003 0.212 15.863 15.917 15.977 16.064
y_rep[421] 15.653 0.003 0.213 15.650 15.711 15.769 15.846
y_rep[422] 15.278 0.003 0.205 15.277 15.333 15.395 15.470
y_rep[423] 14.929 0.003 0.206 14.927 14.985 15.043 15.126
y_rep[424] 15.437 0.003 0.235 15.439 15.496 15.553 15.636
y_rep[425] 15.898 0.003 0.221 15.898 15.957 16.017 16.098
y_rep[426] 15.890 0.003 0.217 15.895 15.951 16.006 16.081
y_rep[427] 15.906 0.003 0.230 15.905 15.962 16.017 16.096
y_rep[428] 16.017 0.003 0.219 16.015 16.073 16.132 16.208
y_rep[429] 15.724 0.003 0.239 15.722 15.777 15.837 15.922
y_rep[430] 15.792 0.003 0.219 15.791 15.847 15.903 15.981
y_rep[431] 16.133 0.003 0.232 16.135 16.193 16.254 16.334
y_rep[432] 15.923 0.003 0.213 15.924 15.981 16.035 16.114
y_rep[433] 16.178 0.003 0.220 16.176 16.237 16.292 16.374
y_rep[434] 16.470 0.003 0.231 16.468 16.526 16.586 16.665
y_rep[435] 16.181 0.003 0.224 16.178 16.238 16.296 16.381
y_rep[436] 15.902 0.003 0.240 15.904 15.962 16.020 16.094
y_rep[437] 16.314 0.003 0.218 16.311 16.371 16.431 16.512
y_rep[438] 15.917 0.003 0.219 15.913 15.971 16.034 16.115
y_rep[439] 15.719 0.003 0.222 15.719 15.776 15.833 15.916
y_rep[440] 15.767 0.003 0.232 15.770 15.828 15.885 15.961
y_rep[441] 15.633 0.003 0.209 15.634 15.691 15.751 15.832
y_rep[442] 15.287 0.003 0.251 15.287 15.344 15.404 15.485
y_rep[443] 15.504 0.003 0.232 15.501 15.558 15.616 15.701
y_rep[444] 15.173 0.003 0.235 15.173 15.230 15.291 15.369
y_rep[445] 15.127 0.003 0.212 15.124 15.181 15.244 15.326
y_rep[446] 15.735 0.003 0.215 15.733 15.791 15.850 15.924
y_rep[447] 15.676 0.003 0.226 15.679 15.737 15.795 15.875
y_rep[448] 14.710 0.003 0.221 14.710 14.769 14.829 14.910
y_rep[449] 14.874 0.003 0.224 14.871 14.932 14.993 15.079
y_rep[450] 14.672 0.003 0.241 14.672 14.729 14.790 14.870
y_rep[451] 14.435 0.003 0.260 14.438 14.495 14.556 14.634
y_rep[452] 14.355 0.003 0.227 14.351 14.410 14.467 14.548
y_rep[453] 13.992 0.003 0.222 13.995 14.052 14.109 14.187
y_rep[454] 13.633 0.003 0.226 13.629 13.687 13.751 13.827
y_rep[455] 14.830 0.003 0.200 14.832 14.886 14.948 15.024
y_rep[456] 14.890 0.003 0.216 14.889 14.947 15.009 15.090
y_rep[457] 14.716 0.009 0.682 14.729 14.785 14.842 14.923
y_rep[458] 14.858 0.003 0.232 14.863 14.920 14.979 15.060
y_rep[459] 14.942 0.003 0.221 14.946 15.001 15.056 15.136
y_rep[460] 14.447 0.003 0.203 14.447 14.501 14.560 14.639
y_rep[461] 14.809 0.003 0.265 14.811 14.867 14.925 14.999
y_rep[462] 14.569 0.003 0.241 14.566 14.627 14.689 14.772
y_rep[463] 14.137 0.003 0.227 14.138 14.197 14.257 14.333
y_rep[464] 14.127 0.003 0.223 14.124 14.183 14.242 14.322
y_rep[465] 13.841 0.003 0.224 13.839 13.895 13.955 14.038
y_rep[466] 13.843 0.003 0.205 13.844 13.900 13.957 14.038
y_rep[467] 15.420 0.003 0.215 15.419 15.479 15.538 15.619
y_rep[468] 15.060 0.003 0.210 15.064 15.121 15.180 15.252
y_rep[469] 15.241 0.003 0.210 15.240 15.294 15.353 15.433
y_rep[470] 15.702 0.003 0.207 15.699 15.758 15.818 15.896
y_rep[471] 15.969 0.003 0.219 15.965 16.026 16.086 16.165
y_rep[472] 15.624 0.003 0.204 15.626 15.685 15.742 15.824
y_rep[473] 19.090 0.003 0.221 19.086 19.145 19.208 19.287
y_rep[474] 22.138 0.003 0.220 22.138 22.196 22.256 22.336
y_rep[475] 21.793 0.003 0.215 21.792 21.849 21.910 21.988
y_rep[476] 21.834 0.007 0.508 21.830 21.888 21.945 22.024
y_rep[477] 21.575 0.003 0.220 21.576 21.631 21.693 21.773
y_rep[478] 20.611 0.003 0.248 20.609 20.666 20.724 20.802
y_rep[479] 21.454 0.003 0.234 21.450 21.510 21.569 21.657
y_rep[480] 21.242 0.003 0.215 21.243 21.301 21.359 21.436
y_rep[481] 21.087 0.003 0.222 21.086 21.145 21.205 21.285
y_rep[482] 21.025 0.003 0.228 21.023 21.081 21.141 21.215
y_rep[483] 21.282 0.003 0.245 21.284 21.344 21.401 21.486
y_rep[484] 21.325 0.003 0.228 21.327 21.386 21.447 21.528
y_rep[485] 21.593 0.003 0.232 21.598 21.652 21.711 21.790
y_rep[486] 21.795 0.003 0.243 21.795 21.852 21.910 21.986
y_rep[487] 21.415 0.003 0.232 21.415 21.477 21.533 21.614
y_rep[488] 22.386 0.003 0.222 22.386 22.445 22.503 22.576
y_rep[489] 22.166 0.003 0.214 22.164 22.221 22.280 22.356
y_rep[490] 21.454 0.003 0.238 21.455 21.511 21.567 21.646
y_rep[491] 21.507 0.003 0.221 21.504 21.560 21.620 21.699
y_rep[492] 21.206 0.003 0.238 21.204 21.261 21.319 21.400
y_rep[493] 20.763 0.003 0.265 20.767 20.825 20.888 20.966
y_rep[494] 21.132 0.003 0.223 21.136 21.190 21.249 21.330
y_rep[495] 20.980 0.003 0.224 20.980 21.038 21.098 21.179
y_rep[496] 19.071 0.003 0.226 19.072 19.133 19.195 19.276
y_rep[497] 15.849 0.003 0.211 15.849 15.907 15.968 16.055
y_rep[498] 16.443 0.003 0.213 16.446 16.509 16.573 16.657
y_rep[499] 16.642 0.003 0.212 16.642 16.703 16.765 16.849
y_rep[500] 15.696 0.003 0.215 15.702 15.758 15.814 15.899
y_rep[501] 15.851 0.003 0.223 15.850 15.909 15.965 16.047
y_rep[502] 15.446 0.004 0.279 15.441 15.500 15.559 15.642
y_rep[503] 15.624 0.003 0.220 15.628 15.684 15.739 15.816
y_rep[504] 15.650 0.003 0.267 15.651 15.709 15.771 15.853
y_rep[505] 15.263 0.003 0.231 15.264 15.321 15.379 15.461
y_rep[506] 14.948 0.003 0.214 14.950 15.009 15.065 15.148
y_rep[507] 14.787 0.003 0.223 14.784 14.839 14.899 14.981
y_rep[508] 14.203 0.003 0.213 14.201 14.260 14.321 14.399
y_rep[509] 14.491 0.003 0.215 14.490 14.550 14.610 14.688
y_rep[510] 14.136 0.003 0.217 14.138 14.194 14.255 14.327
y_rep[511] 13.565 0.003 0.224 13.564 13.620 13.677 13.760
y_rep[512] 13.699 0.003 0.218 13.698 13.756 13.814 13.897
y_rep[513] 13.270 0.003 0.260 13.270 13.327 13.386 13.466
y_rep[514] 12.845 0.003 0.228 12.842 12.902 12.960 13.043
y_rep[515] 12.885 0.003 0.230 12.880 12.939 13.001 13.083
y_rep[516] 13.202 0.003 0.226 13.201 13.259 13.314 13.391
y_rep[517] 12.811 0.003 0.207 12.811 12.869 12.926 13.002
y_rep[518] 13.021 0.003 0.208 13.022 13.080 13.138 13.221
y_rep[519] 12.982 0.005 0.372 12.980 13.039 13.096 13.174
y_rep[520] 12.376 0.003 0.218 12.380 12.436 12.491 12.576
y_rep[521] 12.698 0.003 0.263 12.702 12.759 12.816 12.898
y_rep[522] 12.562 0.003 0.272 12.561 12.621 12.680 12.753
y_rep[523] 12.345 0.003 0.234 12.347 12.405 12.466 12.552
y_rep[524] 12.188 0.003 0.231 12.186 12.248 12.306 12.386
y_rep[525] 12.300 0.003 0.218 12.299 12.359 12.417 12.501
y_rep[526] 11.792 0.003 0.215 11.791 11.849 11.905 11.987
y_rep[527] 11.730 0.003 0.211 11.727 11.785 11.842 11.921
y_rep[528] 12.253 0.003 0.244 12.247 12.306 12.368 12.455
y_rep[529] 11.994 0.003 0.213 11.996 12.054 12.113 12.193
y_rep[530] 12.296 0.003 0.227 12.298 12.356 12.413 12.490
y_rep[531] 12.104 0.003 0.225 12.104 12.164 12.220 12.298
y_rep[532] 11.461 0.003 0.232 11.460 11.519 11.577 11.657
y_rep[533] 11.719 0.003 0.220 11.721 11.775 11.834 11.915
y_rep[534] 11.875 0.003 0.220 11.870 11.926 11.989 12.067
y_rep[535] 11.679 0.003 0.209 11.677 11.734 11.789 11.869
y_rep[536] 12.657 0.003 0.228 12.658 12.714 12.774 12.853
y_rep[537] 12.258 0.003 0.207 12.261 12.320 12.379 12.457
y_rep[538] 11.825 0.003 0.212 11.827 11.882 11.940 12.024
y_rep[539] 11.872 0.003 0.224 11.874 11.930 11.989 12.068
y_rep[540] 11.557 0.003 0.235 11.556 11.613 11.673 11.749
y_rep[541] 11.497 0.003 0.253 11.497 11.554 11.610 11.689
y_rep[542] 11.591 0.003 0.211 11.589 11.646 11.705 11.789
y_rep[543] 11.343 0.003 0.235 11.340 11.399 11.459 11.543
y_rep[544] 11.143 0.003 0.201 11.141 11.198 11.252 11.339
y_rep[545] 11.705 0.003 0.232 11.703 11.759 11.823 11.908
y_rep[546] 11.322 0.003 0.260 11.321 11.378 11.436 11.515
y_rep[547] 11.373 0.003 0.202 11.374 11.434 11.491 11.567
y_rep[548] 11.294 0.003 0.219 11.297 11.352 11.404 11.487
y_rep[549] 11.621 0.003 0.230 11.620 11.677 11.734 11.821
y_rep[550] 11.549 0.003 0.235 11.548 11.608 11.663 11.749
y_rep[551] 11.260 0.003 0.194 11.260 11.316 11.373 11.447
y_rep[552] 10.989 0.003 0.227 10.992 11.050 11.111 11.187
y_rep[553] 10.851 0.003 0.217 10.851 10.906 10.967 11.054
y_rep[554] 11.035 0.003 0.246 11.038 11.096 11.156 11.232
y_rep[555] 10.972 0.003 0.211 10.972 11.028 11.087 11.169
y_rep[556] 10.430 0.003 0.212 10.432 10.488 10.543 10.621
y_rep[557] 10.246 0.003 0.208 10.244 10.299 10.358 10.440
y_rep[558] 10.330 0.003 0.217 10.332 10.387 10.443 10.523
y_rep[559] 10.062 0.003 0.210 10.060 10.116 10.178 10.260
y_rep[560] 13.251 0.004 0.283 13.251 13.313 13.373 13.460
y_rep[561] 12.808 0.003 0.227 12.806 12.860 12.917 12.999
y_rep[562] 12.652 0.003 0.239 12.649 12.708 12.770 12.848
y_rep[563] 12.996 0.003 0.233 12.994 13.052 13.108 13.188
y_rep[564] 13.472 0.003 0.214 13.472 13.529 13.585 13.671
y_rep[565] 12.969 0.003 0.215 12.970 13.026 13.084 13.161
y_rep[566] 13.194 0.003 0.224 13.197 13.252 13.312 13.390
y_rep[567] 12.925 0.003 0.233 12.921 12.979 13.041 13.123
y_rep[568] 12.523 0.003 0.222 12.519 12.579 12.638 12.718
y_rep[569] 12.854 0.003 0.213 12.853 12.907 12.962 13.041
y_rep[570] 12.718 0.003 0.201 12.714 12.772 12.835 12.917
y_rep[571] 12.682 0.003 0.212 12.681 12.739 12.797 12.879
y_rep[572] 12.309 0.003 0.206 12.308 12.366 12.425 12.508
y_rep[573] 12.361 0.003 0.224 12.362 12.416 12.473 12.562
y_rep[574] 12.100 0.003 0.228 12.104 12.163 12.220 12.300
y_rep[575] 12.320 0.003 0.228 12.323 12.377 12.435 12.521
y_rep[576] 12.061 0.003 0.214 12.061 12.120 12.178 12.261
y_rep[577] 11.976 0.003 0.230 11.975 12.033 12.091 12.172
y_rep[578] 12.351 0.003 0.208 12.351 12.411 12.470 12.549
y_rep[579] 12.343 0.003 0.224 12.345 12.402 12.462 12.538
y_rep[580] 12.039 0.003 0.217 12.041 12.097 12.160 12.242
y_rep[581] 12.135 0.003 0.207 12.134 12.189 12.247 12.328
y_rep[582] 12.177 0.003 0.226 12.175 12.232 12.289 12.370
y_rep[583] 11.015 0.003 0.216 11.015 11.074 11.136 11.222
y_rep[584] 11.063 0.003 0.220 11.064 11.122 11.184 11.267
y_rep[585] 10.844 0.003 0.235 10.847 10.905 10.964 11.047
y_rep[586] 10.477 0.003 0.220 10.479 10.535 10.594 10.672
y_rep[587] 10.600 0.003 0.243 10.606 10.660 10.719 10.799
y_rep[588] 11.241 0.003 0.211 11.241 11.299 11.358 11.438
y_rep[589] 11.264 0.003 0.220 11.262 11.321 11.379 11.471
y_rep[590] 11.534 0.003 0.213 11.537 11.593 11.650 11.730
y_rep[591] 11.602 0.003 0.225 11.601 11.661 11.720 11.804
y_rep[592] 17.705 0.004 0.272 17.704 17.790 17.873 17.964
y_rep[593] 18.659 0.003 0.235 18.659 18.725 18.787 18.862
y_rep[594] 19.196 0.003 0.212 19.197 19.256 19.315 19.397
y_rep[595] 18.586 0.003 0.236 18.585 18.643 18.702 18.780
y_rep[596] 19.071 0.003 0.245 19.072 19.131 19.190 19.267
y_rep[597] 19.427 0.003 0.238 19.431 19.489 19.549 19.622
y_rep[598] 19.299 0.003 0.201 19.295 19.351 19.412 19.488
y_rep[599] 19.598 0.003 0.225 19.599 19.657 19.718 19.800
y_rep[600] 19.387 0.003 0.241 19.392 19.453 19.508 19.583
y_rep[601] 19.478 0.003 0.218 19.477 19.536 19.593 19.674
y_rep[602] 19.586 0.003 0.240 19.587 19.647 19.705 19.784
y_rep[603] 20.433 0.003 0.224 20.433 20.490 20.549 20.624
y_rep[604] 20.196 0.004 0.335 20.196 20.259 20.320 20.400
y_rep[605] 20.019 0.003 0.227 20.018 20.074 20.131 20.212
y_rep[606] 20.367 0.003 0.266 20.364 20.423 20.484 20.571
y_rep[607] 20.402 0.003 0.233 20.400 20.456 20.515 20.597
y_rep[608] 20.436 0.003 0.208 20.439 20.493 20.555 20.629
y_rep[609] 20.720 0.004 0.284 20.722 20.779 20.837 20.918
y_rep[610] 20.394 0.003 0.207 20.389 20.448 20.508 20.590
y_rep[611] 20.737 0.003 0.232 20.732 20.790 20.849 20.932
y_rep[612] 20.421 0.003 0.203 20.424 20.479 20.538 20.614
y_rep[613] 20.093 0.003 0.227 20.095 20.152 20.210 20.290
y_rep[614] 18.239 0.003 0.223 18.239 18.296 18.358 18.440
y_rep[615] 16.397 0.003 0.217 16.399 16.457 16.516 16.605
y_rep[616] 15.424 0.003 0.204 15.424 15.482 15.540 15.615
y_rep[617] 15.676 0.003 0.251 15.674 15.736 15.796 15.881
y_rep[618] 15.211 0.003 0.210 15.213 15.269 15.327 15.408
y_rep[619] 14.654 0.004 0.275 14.654 14.714 14.771 14.855
y_rep[620] 14.652 0.003 0.203 14.654 14.710 14.765 14.843
y_rep[621] 14.741 0.003 0.221 14.738 14.794 14.854 14.941
y_rep[622] 15.262 0.003 0.203 15.262 15.320 15.377 15.454
y_rep[623] 15.423 0.003 0.225 15.419 15.479 15.539 15.619
y_rep[624] 15.140 0.003 0.216 15.138 15.199 15.257 15.335
y_rep[625] 15.093 0.003 0.203 15.095 15.152 15.211 15.285
y_rep[626] 14.535 0.003 0.220 14.531 14.587 14.648 14.732
y_rep[627] 14.391 0.003 0.224 14.392 14.448 14.507 14.595
y_rep[628] 14.098 0.003 0.225 14.096 14.152 14.211 14.302
y_rep[629] 13.799 0.003 0.212 13.803 13.858 13.918 13.997
y_rep[630] 13.780 0.003 0.219 13.780 13.839 13.899 13.980
y_rep[631] 13.357 0.003 0.220 13.358 13.416 13.476 13.558
y_rep[632] 13.387 0.003 0.249 13.390 13.449 13.506 13.584
y_rep[633] 13.437 0.003 0.215 13.434 13.491 13.552 13.639
y_rep[634] 13.229 0.003 0.229 13.230 13.289 13.346 13.425
y_rep[635] 12.757 0.003 0.231 12.759 12.817 12.875 12.956
y_rep[636] 12.686 0.003 0.230 12.690 12.746 12.803 12.882
y_rep[637] 12.264 0.003 0.223 12.262 12.321 12.381 12.462
y_rep[638] 12.753 0.004 0.276 12.753 12.810 12.867 12.948
y_rep[639] 12.983 0.003 0.215 12.979 13.035 13.094 13.182
y_rep[640] 12.800 0.003 0.260 12.796 12.855 12.915 12.994
y_rep[641] 12.580 0.003 0.219 12.578 12.639 12.698 12.778
y_rep[642] 12.809 0.003 0.215 12.810 12.868 12.925 12.998
y_rep[643] 12.510 0.003 0.211 12.511 12.569 12.627 12.705
y_rep[644] 12.344 0.003 0.210 12.341 12.398 12.455 12.539
y_rep[645] 12.336 0.003 0.214 12.334 12.388 12.451 12.529
y_rep[646] 11.935 0.003 0.214 11.936 11.990 12.050 12.124
y_rep[647] 11.938 0.003 0.210 11.936 11.993 12.054 12.132
y_rep[648] 12.052 0.003 0.226 12.052 12.109 12.168 12.244
y_rep[649] 12.378 0.003 0.261 12.379 12.437 12.493 12.574
y_rep[650] 12.429 0.003 0.219 12.430 12.486 12.545 12.629
y_rep[651] 12.521 0.003 0.224 12.526 12.580 12.638 12.720
y_rep[652] 12.457 0.003 0.215 12.455 12.515 12.575 12.658
y_rep[653] 12.476 0.003 0.227 12.475 12.532 12.594 12.683
y_rep[654] 12.505 0.003 0.224 12.501 12.559 12.620 12.705
y_rep[655] 12.535 0.003 0.211 12.534 12.593 12.651 12.734
y_rep[656] 12.488 0.003 0.215 12.491 12.546 12.604 12.689
y_rep[657] 12.511 0.003 0.244 12.515 12.572 12.631 12.713
y_rep[658] 12.524 0.003 0.231 12.522 12.580 12.639 12.722
y_rep[659] 12.565 0.004 0.289 12.565 12.621 12.681 12.766
y_rep[660] 12.359 0.003 0.209 12.361 12.418 12.474 12.551
y_rep[661] 12.003 0.003 0.218 12.003 12.060 12.122 12.206
y_rep[662] 12.124 0.003 0.223 12.123 12.181 12.239 12.326
y_rep[663] 12.114 0.003 0.219 12.117 12.172 12.231 12.311
y_rep[664] 12.442 0.003 0.217 12.443 12.501 12.564 12.642
y_rep[665] 12.736 0.003 0.204 12.732 12.790 12.846 12.922
y_rep[666] 12.199 0.003 0.214 12.202 12.260 12.320 12.399
y_rep[667] 12.426 0.003 0.218 12.424 12.482 12.537 12.616
y_rep[668] 12.058 0.003 0.200 12.056 12.111 12.171 12.253
y_rep[669] 11.883 0.003 0.223 11.883 11.941 11.999 12.083
y_rep[670] 12.083 0.003 0.213 12.081 12.141 12.197 12.277
y_rep[671] 12.376 0.003 0.229 12.377 12.433 12.492 12.568
y_rep[672] 12.141 0.003 0.219 12.140 12.199 12.258 12.336
y_rep[673] 11.870 0.003 0.253 11.862 11.920 11.978 12.060
y_rep[674] 11.918 0.003 0.240 11.919 11.975 12.030 12.115
y_rep[675] 11.774 0.003 0.220 11.776 11.832 11.889 11.967
y_rep[676] 11.907 0.003 0.226 11.904 11.962 12.021 12.104
y_rep[677] 12.065 0.005 0.396 12.063 12.117 12.178 12.255
y_rep[678] 11.532 0.004 0.292 11.535 11.593 11.654 11.732
y_rep[679] 11.520 0.003 0.224 11.519 11.577 11.633 11.714
y_rep[680] 11.108 0.003 0.212 11.106 11.164 11.224 11.304
y_rep[681] 10.904 0.003 0.202 10.906 10.963 11.020 11.094
y_rep[682] 11.242 0.003 0.204 11.241 11.300 11.358 11.439
y_rep[683] 11.506 0.003 0.209 11.507 11.565 11.620 11.698
y_rep[684] 11.251 0.003 0.217 11.251 11.308 11.365 11.443
y_rep[685] 11.028 0.003 0.232 11.032 11.090 11.150 11.230
y_rep[686] 10.883 0.003 0.238 10.881 10.939 10.998 11.088
y_rep[687] 10.609 0.003 0.258 10.612 10.668 10.729 10.808
y_rep[688] 10.963 0.003 0.217 10.963 11.019 11.078 11.162
y_rep[689] 10.773 0.003 0.212 10.769 10.826 10.884 10.965
y_rep[690] 10.908 0.003 0.208 10.909 10.963 11.024 11.105
y_rep[691] 10.902 0.003 0.225 10.901 10.961 11.023 11.098
y_rep[692] 11.004 0.003 0.220 11.004 11.062 11.119 11.202
y_rep[693] 10.679 0.003 0.225 10.680 10.739 10.799 10.881
y_rep[694] 10.662 0.003 0.235 10.662 10.719 10.781 10.862
y_rep[695] 10.596 0.003 0.260 10.597 10.652 10.709 10.784
y_rep[696] 10.464 0.003 0.214 10.468 10.524 10.585 10.666
y_rep[697] 10.327 0.003 0.222 10.327 10.383 10.444 10.526
y_rep[698] 10.155 0.003 0.233 10.158 10.215 10.269 10.343
y_rep[699] 10.438 0.003 0.212 10.439 10.498 10.556 10.632
y_rep[700] 11.140 0.003 0.245 11.140 11.195 11.253 11.335
y_rep[701] 11.026 0.004 0.309 11.026 11.084 11.144 11.225
y_rep[702] 10.863 0.003 0.231 10.866 10.923 10.976 11.055
y_rep[703] 10.929 0.003 0.227 10.934 10.988 11.047 11.133
y_rep[704] 10.888 0.003 0.228 10.879 10.936 10.999 11.089
y_rep[705] 10.854 0.003 0.205 10.855 10.911 10.967 11.043
y_rep[706] 10.752 0.003 0.213 10.752 10.810 10.870 10.945
y_rep[707] 10.975 0.003 0.264 10.976 11.031 11.088 11.167
y_rep[708] 10.905 0.003 0.211 10.904 10.961 11.023 11.105
y_rep[709] 10.742 0.003 0.219 10.742 10.800 10.858 10.937
y_rep[710] 10.764 0.003 0.231 10.762 10.820 10.878 10.962
y_rep[711] 10.599 0.003 0.214 10.596 10.656 10.714 10.801
y_rep[712] 10.458 0.003 0.268 10.458 10.517 10.580 10.663
y_rep[713] 10.246 0.003 0.217 10.248 10.305 10.364 10.441
y_rep[714] 10.140 0.003 0.235 10.139 10.197 10.255 10.341
y_rep[715] 10.017 0.003 0.212 10.018 10.077 10.135 10.219
y_rep[716] 10.111 0.003 0.204 10.107 10.165 10.221 10.298
y_rep[717] 9.802 0.003 0.215 9.799 9.857 9.916 10.006
y_rep[718] 9.674 0.003 0.211 9.679 9.734 9.792 9.868
y_rep[719] 10.044 0.003 0.263 10.046 10.102 10.160 10.239
y_rep[720] 10.091 0.003 0.215 10.089 10.146 10.208 10.295
y_rep[721] 10.476 0.003 0.232 10.473 10.535 10.595 10.672
y_rep[722] 9.764 0.003 0.229 9.761 9.820 9.879 9.956
y_rep[723] 10.152 0.003 0.221 10.151 10.212 10.271 10.352
y_rep[724] 10.470 0.003 0.207 10.467 10.524 10.583 10.658
y_rep[725] 10.550 0.003 0.211 10.552 10.609 10.667 10.749
y_rep[726] 10.663 0.003 0.255 10.664 10.720 10.778 10.857
y_rep[727] 10.351 0.003 0.224 10.350 10.410 10.466 10.551
y_rep[728] 10.432 0.003 0.217 10.433 10.489 10.549 10.629
y_rep[729] 10.425 0.005 0.396 10.433 10.487 10.548 10.628
y_rep[730] 10.619 0.003 0.231 10.620 10.680 10.740 10.823
y_rep[731] 10.600 0.003 0.221 10.604 10.662 10.721 10.801
y_rep[732] 10.650 0.005 0.409 10.656 10.715 10.772 10.850
y_rep[733] 10.495 0.003 0.203 10.496 10.552 10.612 10.694
y_rep[734] 11.303 0.003 0.202 11.303 11.361 11.418 11.495
y_rep[735] 11.617 0.003 0.232 11.620 11.676 11.738 11.822
y_rep[736] 11.334 0.003 0.230 11.331 11.390 11.452 11.531
y_rep[737] 11.375 0.003 0.215 11.376 11.433 11.494 11.571
y_rep[738] 11.484 0.003 0.238 11.479 11.536 11.592 11.677
y_rep[739] 11.388 0.003 0.206 11.387 11.440 11.502 11.581
y_rep[740] 11.725 0.003 0.228 11.726 11.781 11.839 11.920
y_rep[741] 11.615 0.003 0.222 11.614 11.671 11.728 11.813
y_rep[742] 11.751 0.003 0.205 11.751 11.808 11.870 11.950
y_rep[743] 11.767 0.003 0.213 11.766 11.827 11.884 11.960
y_rep[744] 11.558 0.003 0.220 11.559 11.616 11.677 11.755
y_rep[745] 11.642 0.003 0.213 11.642 11.698 11.755 11.835
y_rep[746] 11.344 0.003 0.223 11.346 11.400 11.458 11.535
y_rep[747] 10.938 0.003 0.233 10.936 10.995 11.055 11.137
y_rep[748] 11.065 0.003 0.199 11.061 11.118 11.175 11.256
y_rep[749] 11.205 0.003 0.223 11.205 11.263 11.324 11.400
y_rep[750] 11.255 0.003 0.215 11.249 11.306 11.363 11.449
y_rep[751] 10.854 0.003 0.209 10.850 10.906 10.965 11.047
y_rep[752] 10.748 0.017 1.333 10.763 10.823 10.877 10.956
y_rep[753] 10.987 0.003 0.219 10.989 11.044 11.102 11.178
y_rep[754] 11.286 0.003 0.225 11.286 11.344 11.402 11.482
y_rep[755] 11.550 0.003 0.214 11.551 11.608 11.665 11.738
y_rep[756] 11.210 0.003 0.230 11.211 11.265 11.322 11.411
y_rep[757] 10.611 0.003 0.222 10.613 10.671 10.726 10.811
y_rep[758] 10.494 0.004 0.266 10.487 10.547 10.609 10.686
y_rep[759] 10.716 0.003 0.214 10.717 10.773 10.833 10.915
y_rep[760] 10.439 0.003 0.207 10.439 10.496 10.556 10.638
y_rep[761] 10.572 0.003 0.226 10.571 10.630 10.686 10.764
y_rep[762] 10.988 0.003 0.206 10.987 11.048 11.106 11.189
y_rep[763] 10.505 0.003 0.232 10.504 10.562 10.621 10.704
y_rep[764] 10.449 0.003 0.223 10.450 10.507 10.566 10.642
y_rep[765] 10.202 0.003 0.205 10.202 10.260 10.316 10.392
y_rep[766] 10.326 0.003 0.224 10.329 10.385 10.440 10.522
y_rep[767] 10.117 0.003 0.259 10.121 10.177 10.234 10.311
y_rep[768] 10.301 0.003 0.217 10.300 10.355 10.412 10.490
y_rep[769] 10.269 0.003 0.238 10.269 10.325 10.384 10.470
y_rep[770] 10.092 0.004 0.272 10.088 10.147 10.207 10.290
y_rep[771] 10.252 0.003 0.208 10.254 10.313 10.372 10.451
y_rep[772] 10.220 0.003 0.213 10.223 10.278 10.335 10.414
y_rep[773] 10.205 0.003 0.234 10.209 10.266 10.326 10.406
y_rep[774] 10.814 0.003 0.219 10.815 10.870 10.926 10.998
y_rep[775] 10.616 0.003 0.228 10.620 10.677 10.736 10.813
y_rep[776] 10.298 0.003 0.232 10.299 10.356 10.414 10.495
y_rep[777] 10.178 0.004 0.290 10.175 10.233 10.291 10.370
y_rep[778] 9.874 0.003 0.234 9.873 9.931 9.987 10.065
y_rep[779] 10.394 0.003 0.239 10.391 10.453 10.512 10.595
y_rep[780] 10.283 0.003 0.215 10.284 10.339 10.397 10.473
y_rep[781] 10.002 0.003 0.220 10.005 10.059 10.117 10.194
y_rep[782] 10.140 0.003 0.210 10.139 10.195 10.255 10.343
y_rep[783] 9.919 0.003 0.210 9.917 9.975 10.034 10.118
y_rep[784] 9.901 0.003 0.207 9.900 9.958 10.016 10.097
y_rep[785] 9.656 0.003 0.245 9.658 9.715 9.773 9.854
y_rep[786] 9.618 0.003 0.206 9.620 9.677 9.734 9.811
y_rep[787] 9.558 0.003 0.222 9.557 9.614 9.672 9.753
y_rep[788] 10.009 0.003 0.239 10.008 10.066 10.127 10.209
y_rep[789] 10.482 0.003 0.216 10.480 10.539 10.599 10.682
y_rep[790] 10.302 0.003 0.243 10.301 10.359 10.417 10.497
y_rep[791] 10.042 0.003 0.246 10.045 10.102 10.157 10.237
y_rep[792] 10.101 0.003 0.222 10.100 10.161 10.217 10.302
y_rep[793] 10.021 0.003 0.205 10.020 10.079 10.141 10.223
y_rep[794] 10.590 0.003 0.237 10.587 10.644 10.702 10.779
y_rep[795] 10.461 0.003 0.226 10.463 10.521 10.583 10.667
y_rep[796] 10.168 0.003 0.223 10.172 10.232 10.288 10.372
y_rep[797] 10.043 0.003 0.207 10.041 10.098 10.154 10.241
y_rep[798] 10.339 0.003 0.212 10.337 10.396 10.459 10.537
y_rep[799] 10.448 0.003 0.212 10.450 10.509 10.568 10.644
y_rep[800] 10.341 0.003 0.222 10.341 10.398 10.456 10.533
y_rep[801] 10.362 0.003 0.209 10.363 10.417 10.478 10.559
y_rep[802] 9.883 0.003 0.238 9.885 9.943 9.999 10.080
y_rep[803] 9.944 0.003 0.230 9.939 9.998 10.059 10.144
y_rep[804] 10.365 0.003 0.214 10.365 10.422 10.483 10.560
y_rep[805] 10.207 0.003 0.213 10.207 10.265 10.324 10.407
y_rep[806] 10.252 0.003 0.237 10.250 10.310 10.368 10.443
y_rep[807] 10.323 0.003 0.218 10.322 10.378 10.434 10.512
y_rep[808] 10.254 0.003 0.222 10.253 10.312 10.369 10.452
y_rep[809] 10.217 0.003 0.219 10.218 10.272 10.331 10.412
y_rep[810] 10.589 0.004 0.284 10.590 10.646 10.701 10.783
y_rep[811] 10.014 0.003 0.222 10.012 10.070 10.132 10.217
y_rep[812] 9.549 0.003 0.243 9.549 9.608 9.666 9.741
y_rep[813] 9.825 0.003 0.212 9.822 9.879 9.935 10.021
y_rep[814] 10.149 0.003 0.197 10.151 10.208 10.263 10.345
y_rep[815] 9.864 0.003 0.221 9.867 9.921 9.982 10.067
y_rep[816] 10.119 0.003 0.214 10.122 10.178 10.236 10.317
y_rep[817] 9.665 0.003 0.215 9.662 9.721 9.784 9.864
y_rep[818] 9.605 0.003 0.253 9.604 9.660 9.717 9.799
y_rep[819] 9.639 0.003 0.213 9.638 9.697 9.757 9.838
y_rep[820] 9.459 0.003 0.223 9.463 9.519 9.579 9.654
y_rep[821] 9.414 0.003 0.225 9.414 9.473 9.534 9.616
y_rep[822] 9.669 0.003 0.210 9.669 9.726 9.782 9.861
y_rep[823] 9.613 0.003 0.220 9.618 9.674 9.735 9.814
y_rep[824] 9.465 0.003 0.212 9.468 9.525 9.585 9.671
y_rep[825] 9.254 0.003 0.247 9.255 9.311 9.368 9.456
y_rep[826] 9.729 0.003 0.220 9.734 9.788 9.847 9.926
y_rep[827] 9.779 0.003 0.212 9.782 9.839 9.898 9.979
y_rep[828] 9.522 0.004 0.280 9.521 9.577 9.637 9.715
y_rep[829] 9.491 0.003 0.224 9.493 9.548 9.602 9.679
y_rep[830] 9.671 0.003 0.215 9.672 9.727 9.785 9.865
y_rep[831] 9.651 0.003 0.221 9.652 9.708 9.768 9.844
y_rep[832] 9.886 0.003 0.227 9.887 9.945 10.002 10.086
y_rep[833] 9.856 0.003 0.229 9.853 9.909 9.966 10.047
y_rep[834] 10.002 0.003 0.216 10.001 10.059 10.118 10.202
y_rep[835] 10.100 0.003 0.214 10.102 10.159 10.217 10.294
y_rep[836] 10.118 0.003 0.262 10.119 10.179 10.238 10.322
y_rep[837] 10.180 0.003 0.226 10.177 10.234 10.291 10.374
y_rep[838] 10.059 0.003 0.205 10.059 10.117 10.175 10.250
y_rep[839] 9.842 0.003 0.235 9.842 9.902 9.957 10.048
y_rep[840] 9.825 0.003 0.234 9.826 9.882 9.941 10.029
y_rep[841] 10.117 0.003 0.213 10.117 10.173 10.233 10.312
y_rep[842] 11.551 0.003 0.218 11.547 11.604 11.664 11.741
y_rep[843] 11.208 0.004 0.291 11.208 11.266 11.325 11.410
y_rep[844] 11.427 0.003 0.212 11.428 11.487 11.541 11.620
y_rep[845] 11.340 0.003 0.244 11.340 11.394 11.456 11.535
y_rep[846] 11.568 0.004 0.270 11.568 11.627 11.685 11.766
y_rep[847] 11.934 0.003 0.220 11.933 11.991 12.054 12.132
y_rep[848] 11.936 0.003 0.257 11.932 11.989 12.051 12.131
y_rep[849] 11.742 0.003 0.211 11.739 11.798 11.858 11.941
y_rep[850] 11.913 0.003 0.218 11.913 11.973 12.030 12.108
y_rep[851] 11.992 0.003 0.219 11.993 12.052 12.111 12.194
y_rep[852] 12.125 0.003 0.226 12.124 12.181 12.237 12.319
y_rep[853] 11.999 0.003 0.209 12.002 12.057 12.115 12.198
y_rep[854] 12.103 0.003 0.206 12.102 12.163 12.222 12.297
y_rep[855] 12.009 0.003 0.231 12.010 12.067 12.125 12.204
y_rep[856] 12.045 0.003 0.216 12.046 12.104 12.164 12.247
y_rep[857] 12.031 0.003 0.263 12.031 12.088 12.145 12.228
y_rep[858] 12.515 0.003 0.205 12.515 12.569 12.630 12.709
y_rep[859] 11.992 0.004 0.277 11.994 12.049 12.106 12.194
y_rep[860] 12.044 0.003 0.250 12.047 12.101 12.161 12.237
y_rep[861] 12.008 0.003 0.213 12.011 12.066 12.124 12.206
y_rep[862] 12.270 0.004 0.331 12.270 12.330 12.383 12.462
y_rep[863] 12.288 0.003 0.244 12.290 12.350 12.406 12.484
y_rep[864] 12.190 0.003 0.235 12.191 12.250 12.308 12.387
y_rep[865] 11.608 0.003 0.227 11.609 11.667 11.726 11.801
y_rep[866] 11.887 0.003 0.210 11.882 11.943 12.005 12.084
y_rep[867] 12.162 0.003 0.243 12.161 12.217 12.279 12.357
y_rep[868] 12.094 0.003 0.214 12.095 12.152 12.207 12.283
y_rep[869] 11.740 0.003 0.204 11.741 11.800 11.857 11.933
y_rep[870] 11.807 0.003 0.227 11.805 11.863 11.923 12.002
y_rep[871] 12.583 0.003 0.225 12.586 12.641 12.700 12.778
y_rep[872] 12.603 0.003 0.204 12.605 12.660 12.720 12.800
y_rep[873] 12.566 0.003 0.252 12.567 12.628 12.687 12.767
y_rep[874] 12.728 0.003 0.220 12.726 12.785 12.844 12.929
y_rep[875] 12.490 0.003 0.250 12.491 12.549 12.604 12.686
y_rep[876] 12.454 0.003 0.196 12.453 12.511 12.570 12.650
y_rep[877] 12.347 0.003 0.216 12.345 12.403 12.461 12.545
y_rep[878] 12.389 0.003 0.245 12.388 12.444 12.501 12.587
y_rep[879] 12.355 0.003 0.235 12.357 12.414 12.474 12.561
y_rep[880] 12.154 0.003 0.236 12.157 12.216 12.274 12.359
y_rep[881] 11.876 0.003 0.236 11.876 11.935 11.991 12.072
y_rep[882] 12.003 0.003 0.209 12.005 12.060 12.119 12.197
y_rep[883] 11.840 0.003 0.230 11.838 11.897 11.960 12.043
y_rep[884] 11.872 0.003 0.215 11.871 11.930 11.988 12.070
y_rep[885] 11.812 0.003 0.215 11.809 11.868 11.932 12.019
y_rep[886] 11.904 0.003 0.245 11.899 11.956 12.015 12.099
y_rep[887] 11.762 0.003 0.212 11.761 11.817 11.877 11.959
y_rep[888] 12.009 0.003 0.203 12.006 12.066 12.123 12.204
y_rep[889] 11.732 0.003 0.213 11.731 11.791 11.849 11.928
y_rep[890] 11.442 0.003 0.249 11.442 11.498 11.559 11.643
y_rep[891] 11.507 0.003 0.227 11.503 11.561 11.621 11.708
y_rep[892] 11.284 0.003 0.211 11.285 11.339 11.398 11.475
y_rep[893] 11.004 0.003 0.230 11.002 11.058 11.122 11.206
y_rep[894] 10.414 0.003 0.236 10.414 10.471 10.529 10.605
y_rep[895] 10.097 0.003 0.252 10.103 10.161 10.220 10.305
y_rep[896] 9.896 0.004 0.285 9.891 9.950 10.011 10.092
y_rep[897] 9.932 0.003 0.247 9.931 9.987 10.045 10.127
y_rep[898] 9.639 0.003 0.238 9.636 9.695 9.754 9.834
y_rep[899] 9.780 0.003 0.200 9.784 9.841 9.897 9.976
y_rep[900] 9.747 0.003 0.209 9.746 9.805 9.862 9.943
y_rep[901] 9.653 0.003 0.212 9.651 9.706 9.765 9.848
y_rep[902] 9.723 0.003 0.223 9.724 9.779 9.838 9.916
y_rep[903] 9.857 0.003 0.243 9.857 9.915 9.973 10.058
y_rep[904] 9.835 0.004 0.268 9.831 9.886 9.946 10.027
y_rep[905] 9.709 0.003 0.224 9.711 9.767 9.826 9.907
y_rep[906] 9.987 0.003 0.240 9.986 10.044 10.103 10.181
y_rep[907] 9.617 0.003 0.209 9.618 9.674 9.731 9.809
y_rep[908] 9.579 0.003 0.216 9.577 9.635 9.695 9.771
y_rep[909] 9.335 0.003 0.225 9.337 9.392 9.451 9.534
y_rep[910] 9.348 0.003 0.226 9.346 9.401 9.459 9.537
y_rep[911] 9.319 0.003 0.208 9.317 9.376 9.435 9.518
y_rep[912] 9.770 0.003 0.211 9.768 9.826 9.886 9.971
y_rep[913] 9.543 0.003 0.224 9.542 9.599 9.657 9.740
y_rep[914] 9.254 0.003 0.247 9.253 9.310 9.373 9.457
y_rep[915] 9.699 0.003 0.222 9.699 9.757 9.816 9.895
y_rep[916] 9.558 0.004 0.262 9.558 9.617 9.675 9.758
y_rep[917] 9.499 0.003 0.218 9.503 9.559 9.616 9.696
y_rep[918] 9.376 0.003 0.208 9.375 9.432 9.492 9.573
y_rep[919] 9.377 0.003 0.254 9.377 9.433 9.491 9.571
y_rep[920] 9.035 0.003 0.215 9.035 9.094 9.152 9.232
y_rep[921] 9.188 0.003 0.204 9.188 9.244 9.302 9.376
y_rep[922] 8.987 0.003 0.228 8.985 9.043 9.101 9.185
y_rep[923] 9.013 0.003 0.219 9.013 9.068 9.126 9.210
y_rep[924] 9.289 0.003 0.204 9.285 9.342 9.401 9.488
y_rep[925] 9.271 0.003 0.229 9.271 9.329 9.387 9.464
y_rep[926] 9.223 0.003 0.221 9.230 9.287 9.344 9.417
y_rep[927] 9.263 0.003 0.211 9.265 9.322 9.382 9.465
y_rep[928] 9.552 0.004 0.342 9.555 9.614 9.670 9.746
y_rep[929] 9.293 0.003 0.225 9.294 9.349 9.410 9.498
y_rep[930] 9.848 0.003 0.198 9.852 9.907 9.963 10.044
y_rep[931] 9.898 0.003 0.219 9.896 9.954 10.016 10.098
y_rep[932] 9.758 0.003 0.225 9.761 9.818 9.879 9.960
y_rep[933] 9.566 0.003 0.213 9.569 9.628 9.684 9.758
y_rep[934] 9.423 0.003 0.256 9.420 9.476 9.537 9.617
y_rep[935] 9.418 0.003 0.224 9.418 9.477 9.534 9.617
y_rep[936] 9.734 0.003 0.213 9.730 9.790 9.849 9.935
y_rep[937] 9.887 0.003 0.206 9.888 9.947 10.004 10.082
y_rep[938] 9.548 0.003 0.243 9.544 9.604 9.667 9.748
y_rep[939] 9.535 0.004 0.313 9.540 9.600 9.656 9.734
y_rep[940] 9.388 0.003 0.217 9.390 9.446 9.503 9.583
y_rep[941] 9.361 0.014 1.112 9.378 9.432 9.490 9.570
y_rep[942] 9.356 0.003 0.234 9.356 9.413 9.472 9.553
y_rep[943] 9.541 0.003 0.231 9.541 9.595 9.655 9.733
y_rep[944] 9.194 0.003 0.217 9.195 9.255 9.313 9.398
y_rep[945] 9.198 0.003 0.224 9.198 9.253 9.313 9.395
y_rep[946] 9.203 0.003 0.199 9.203 9.261 9.320 9.398
y_rep[947] 8.821 0.004 0.283 8.821 8.877 8.940 9.019
y_rep[948] 8.776 0.003 0.208 8.776 8.834 8.892 8.973
y_rep[949] 8.461 0.003 0.231 8.454 8.510 8.564 8.650
y_rep[950] 8.269 0.003 0.260 8.269 8.331 8.391 8.473
y_rep[951] 8.138 0.003 0.209 8.138 8.191 8.251 8.339
y_rep[952] 8.480 0.003 0.241 8.478 8.536 8.594 8.674
y_rep[953] 8.169 0.003 0.202 8.169 8.224 8.280 8.361
y_rep[954] 8.445 0.003 0.239 8.443 8.501 8.562 8.644
y_rep[955] 8.489 0.003 0.226 8.492 8.550 8.608 8.692
y_rep[956] 8.440 0.003 0.210 8.439 8.496 8.557 8.641
y_rep[957] 8.382 0.003 0.223 8.385 8.441 8.497 8.576
y_rep[958] 8.366 0.003 0.258 8.363 8.422 8.479 8.562
y_rep[959] 8.215 0.003 0.234 8.213 8.270 8.329 8.410
y_rep[960] 8.559 0.003 0.211 8.560 8.618 8.677 8.753
y_rep[961] 8.997 0.003 0.205 8.995 9.052 9.111 9.190
y_rep[962] 8.685 0.003 0.221 8.685 8.742 8.801 8.884
y_rep[963] 8.737 0.003 0.207 8.736 8.793 8.854 8.936
y_rep[964] 8.613 0.003 0.209 8.614 8.673 8.730 8.810
y_rep[965] 9.139 0.003 0.223 9.141 9.199 9.258 9.338
y_rep[966] 9.179 0.003 0.218 9.177 9.231 9.289 9.374
y_rep[967] 9.303 0.003 0.215 9.306 9.364 9.419 9.500
y_rep[968] 9.298 0.003 0.229 9.297 9.356 9.415 9.494
y_rep[969] 9.359 0.003 0.220 9.356 9.416 9.478 9.564
y_rep[970] 9.520 0.003 0.251 9.516 9.571 9.630 9.710
y_rep[971] 9.986 0.003 0.215 9.986 10.045 10.103 10.185
y_rep[972] 10.047 0.003 0.221 10.046 10.103 10.163 10.241
y_rep[973] 10.381 0.003 0.214 10.382 10.437 10.495 10.573
y_rep[974] 10.455 0.003 0.226 10.457 10.517 10.576 10.655
y_rep[975] 10.517 0.003 0.209 10.515 10.573 10.635 10.714
y_rep[976] 10.462 0.003 0.211 10.464 10.520 10.580 10.656
y_rep[977] 10.437 0.003 0.210 10.437 10.493 10.557 10.628
y_rep[978] 10.388 0.003 0.236 10.392 10.448 10.506 10.586
y_rep[979] 11.044 0.003 0.234 11.044 11.104 11.162 11.247
y_rep[980] 11.048 0.003 0.213 11.043 11.103 11.162 11.238
y_rep[981] 11.075 0.003 0.211 11.078 11.131 11.190 11.269
y_rep[982] 11.384 0.004 0.347 11.379 11.433 11.493 11.583
y_rep[983] 11.537 0.003 0.257 11.539 11.595 11.654 11.733
y_rep[984] 11.507 0.003 0.233 11.503 11.561 11.618 11.705
y_rep[985] 11.763 0.003 0.215 11.766 11.819 11.879 11.955
y_rep[986] 11.703 0.003 0.214 11.703 11.764 11.821 11.902
y_rep[987] 11.667 0.003 0.243 11.667 11.722 11.778 11.858
y_rep[988] 11.625 0.004 0.307 11.631 11.690 11.743 11.826
y_rep[989] 12.163 0.003 0.202 12.162 12.222 12.278 12.359
y_rep[990] 12.803 0.003 0.208 12.805 12.859 12.918 13.000
y_rep[991] 12.835 0.003 0.243 12.835 12.895 12.956 13.041
y_rep[992] 12.723 0.003 0.228 12.722 12.780 12.836 12.919
y_rep[993] 12.614 0.003 0.237 12.614 12.672 12.728 12.807
y_rep[994] 12.653 0.003 0.197 12.651 12.705 12.763 12.843
y_rep[995] 12.595 0.003 0.233 12.594 12.650 12.710 12.788
y_rep[996] 12.358 0.003 0.210 12.360 12.415 12.472 12.550
y_rep[997] 12.419 0.003 0.209 12.422 12.476 12.533 12.617
y_rep[998] 12.144 0.003 0.217 12.145 12.202 12.259 12.337
y_rep[999] 12.105 0.003 0.223 12.104 12.159 12.223 12.307
y_rep[1000] 12.275 0.003 0.224 12.276 12.333 12.391 12.470
y_rep[1001] 12.251 0.003 0.204 12.251 12.308 12.370 12.452
y_rep[1002] 11.827 0.003 0.256 11.830 11.887 11.945 12.020
y_rep[1003] 12.248 0.003 0.222 12.246 12.305 12.365 12.442
y_rep[1004] 12.022 0.003 0.225 12.022 12.076 12.136 12.214
y_rep[1005] 11.730 0.003 0.261 11.733 11.790 11.849 11.923
y_rep[1006] 11.723 0.004 0.278 11.729 11.783 11.846 11.924
y_rep[1007] 11.927 0.003 0.236 11.924 11.984 12.039 12.123
y_rep[1008] 11.610 0.003 0.219 11.613 11.670 11.730 11.809
y_rep[1009] 11.567 0.003 0.221 11.567 11.624 11.681 11.761
y_rep[1010] 11.462 0.003 0.219 11.464 11.523 11.579 11.662
y_rep[1011] 11.289 0.003 0.215 11.292 11.347 11.402 11.483
y_rep[1012] 10.552 0.003 0.210 10.549 10.610 10.668 10.749
y_rep[1013] 10.383 0.003 0.231 10.387 10.443 10.500 10.581
y_rep[1014] 10.423 0.003 0.216 10.425 10.481 10.542 10.622
y_rep[1015] 10.347 0.003 0.244 10.348 10.406 10.466 10.548
y_rep[1016] 10.268 0.003 0.218 10.268 10.322 10.383 10.463
y_rep[1017] 10.203 0.003 0.214 10.203 10.261 10.315 10.401
y_rep[1018] 10.274 0.003 0.202 10.274 10.331 10.390 10.468
y_rep[1019] 10.536 0.004 0.306 10.534 10.593 10.651 10.725
y_rep[1020] 10.785 0.003 0.207 10.788 10.844 10.903 10.986
y_rep[1021] 11.093 0.003 0.230 11.095 11.151 11.212 11.292
y_rep[1022] 11.080 0.003 0.229 11.076 11.135 11.200 11.279
y_rep[1023] 10.722 0.003 0.219 10.724 10.782 10.840 10.920
y_rep[1024] 10.798 0.003 0.199 10.797 10.855 10.915 11.000
y_rep[1025] 11.301 0.003 0.226 11.302 11.360 11.420 11.493
y_rep[1026] 10.706 0.003 0.230 10.702 10.761 10.820 10.899
y_rep[1027] 10.701 0.003 0.214 10.700 10.755 10.815 10.898
y_rep[1028] 10.525 0.003 0.244 10.523 10.581 10.641 10.724
y_rep[1029] 10.677 0.003 0.241 10.673 10.730 10.791 10.873
y_rep[1030] 10.575 0.003 0.229 10.573 10.635 10.691 10.770
y_rep[1031] 10.483 0.003 0.204 10.482 10.537 10.596 10.682
y_rep[1032] 10.577 0.003 0.231 10.573 10.634 10.694 10.780
y_rep[1033] 10.701 0.003 0.219 10.699 10.755 10.813 10.899
y_rep[1034] 10.771 0.003 0.243 10.771 10.827 10.885 10.968
y_rep[1035] 10.720 0.003 0.221 10.717 10.775 10.833 10.917
y_rep[1036] 10.649 0.003 0.233 10.652 10.707 10.767 10.848
y_rep[1037] 10.861 0.003 0.212 10.859 10.914 10.975 11.058
y_rep[1038] 11.287 0.003 0.213 11.289 11.346 11.406 11.488
y_rep[1039] 11.462 0.003 0.258 11.466 11.524 11.584 11.675
y_rep[1040] 11.457 0.003 0.258 11.454 11.514 11.572 11.657
y_rep[1041] 11.323 0.003 0.220 11.321 11.378 11.438 11.517
y_rep[1042] 10.927 0.003 0.214 10.930 10.985 11.043 11.121
y_rep[1043] 10.882 0.003 0.230 10.886 10.942 10.998 11.073
y_rep[1044] 10.734 0.003 0.220 10.738 10.797 10.856 10.930
y_rep[1045] 10.969 0.003 0.212 10.968 11.028 11.090 11.167
y_rep[1046] 10.808 0.003 0.227 10.808 10.867 10.926 11.008
y_rep[1047] 10.691 0.003 0.209 10.691 10.749 10.807 10.882
y_rep[1048] 10.680 0.003 0.222 10.676 10.732 10.792 10.877
y_rep[1049] 10.591 0.003 0.228 10.590 10.645 10.707 10.789
y_rep[1050] 10.582 0.003 0.236 10.582 10.642 10.699 10.780
y_rep[1051] 10.810 0.004 0.285 10.805 10.864 10.925 11.005
y_rep[1052] 10.578 0.003 0.204 10.575 10.631 10.691 10.774
y_rep[1053] 10.221 0.004 0.331 10.223 10.284 10.341 10.423
y_rep[1054] 10.164 0.003 0.208 10.162 10.215 10.274 10.355
y_rep[1055] 10.133 0.003 0.229 10.129 10.187 10.247 10.329
y_rep[1056] 9.867 0.003 0.241 9.867 9.928 9.984 10.063
y_rep[1057] 10.067 0.003 0.222 10.072 10.126 10.187 10.264
y_rep[1058] 10.050 0.003 0.232 10.050 10.108 10.167 10.250
y_rep[1059] 9.728 0.003 0.247 9.731 9.787 9.844 9.923
y_rep[1060] 9.404 0.003 0.225 9.405 9.464 9.520 9.599
y_rep[1061] 8.770 0.003 0.220 8.772 8.826 8.887 8.964
y_rep[1062] 8.619 0.003 0.212 8.618 8.677 8.737 8.823
y_rep[1063] 8.894 0.003 0.202 8.896 8.952 9.007 9.086
y_rep[1064] 9.214 0.003 0.224 9.215 9.272 9.332 9.412
y_rep[1065] 9.185 0.003 0.215 9.184 9.243 9.304 9.385
y_rep[1066] 8.734 0.003 0.233 8.732 8.789 8.846 8.928
y_rep[1067] 8.709 0.003 0.225 8.708 8.765 8.829 8.904
y_rep[1068] 9.453 0.003 0.235 9.455 9.512 9.569 9.647
y_rep[1069] 9.437 0.004 0.273 9.441 9.496 9.555 9.641
y_rep[1070] 9.532 0.003 0.213 9.530 9.585 9.648 9.730
y_rep[1071] 9.414 0.003 0.210 9.419 9.474 9.532 9.615
y_rep[1072] 8.964 0.003 0.214 8.966 9.026 9.083 9.166
y_rep[1073] 8.778 0.003 0.214 8.780 8.837 8.900 8.978
y_rep[1074] 8.966 0.003 0.240 8.966 9.023 9.085 9.165
y_rep[1075] 9.087 0.003 0.208 9.086 9.143 9.200 9.287
y_rep[1076] 9.468 0.003 0.223 9.469 9.526 9.583 9.669
y_rep[1077] 9.328 0.003 0.201 9.327 9.384 9.444 9.525
y_rep[1078] 9.060 0.003 0.221 9.061 9.117 9.176 9.266
y_rep[1079] 8.976 0.003 0.211 8.978 9.036 9.094 9.175
y_rep[1080] 8.641 0.003 0.234 8.639 8.696 8.756 8.840
y_rep[1081] 8.878 0.003 0.220 8.876 8.935 8.996 9.079
y_rep[1082] 8.874 0.003 0.227 8.873 8.931 8.989 9.070
y_rep[1083] 9.103 0.003 0.231 9.107 9.164 9.223 9.305
y_rep[1084] 9.108 0.003 0.225 9.112 9.169 9.232 9.310
y_rep[1085] 8.918 0.005 0.389 8.927 8.985 9.041 9.124
y_rep[1086] 8.852 0.003 0.211 8.848 8.905 8.966 9.045
y_rep[1087] 8.677 0.003 0.206 8.680 8.735 8.793 8.870
y_rep[1088] 8.566 0.003 0.227 8.563 8.621 8.679 8.766
y_rep[1089] 8.683 0.003 0.219 8.681 8.738 8.800 8.877
y_rep[1090] 8.472 0.003 0.207 8.472 8.529 8.590 8.671
y_rep[1091] 8.055 0.003 0.204 8.056 8.112 8.172 8.253
y_rep[1092] 7.779 0.003 0.224 7.775 7.832 7.892 7.975
y_rep[1093] 7.854 0.003 0.248 7.854 7.910 7.966 8.047
y_rep[1094] 7.787 0.003 0.235 7.787 7.846 7.904 7.983
y_rep[1095] 8.857 0.003 0.250 8.854 8.914 8.973 9.053
y_rep[1096] 8.998 0.003 0.235 8.996 9.058 9.118 9.199
y_rep[1097] 9.035 0.003 0.224 9.036 9.096 9.157 9.237
y_rep[1098] 8.895 0.003 0.261 8.900 8.958 9.019 9.098
y_rep[1099] 8.881 0.003 0.211 8.878 8.935 8.995 9.078
y_rep[1100] 8.764 0.003 0.238 8.763 8.822 8.879 8.962
y_rep[1101] 8.811 0.003 0.206 8.812 8.867 8.924 9.006
y_rep[1102] 8.761 0.003 0.217 8.759 8.820 8.877 8.959
y_rep[1103] 8.555 0.003 0.235 8.556 8.614 8.675 8.757
y_rep[1104] 8.567 0.003 0.230 8.568 8.623 8.683 8.759
y_rep[1105] 8.590 0.003 0.208 8.590 8.648 8.704 8.783
y_rep[1106] 8.409 0.003 0.208 8.408 8.464 8.524 8.598
y_rep[1107] 8.563 0.003 0.215 8.562 8.618 8.676 8.761
y_rep[1108] 8.395 0.003 0.238 8.393 8.449 8.508 8.592
y_rep[1109] 8.624 0.003 0.229 8.620 8.679 8.740 8.822
y_rep[1110] 9.002 0.003 0.235 9.003 9.060 9.120 9.203
y_rep[1111] 8.992 0.003 0.219 8.990 9.049 9.109 9.191
y_rep[1112] 8.768 0.003 0.214 8.771 8.829 8.887 8.965
y_rep[1113] 8.908 0.003 0.248 8.910 8.966 9.020 9.099
y_rep[1114] 8.816 0.003 0.216 8.822 8.879 8.936 9.017
y_rep[1115] 8.700 0.003 0.231 8.700 8.759 8.818 8.902
y_rep[1116] 8.907 0.003 0.228 8.911 8.967 9.023 9.100
y_rep[1117] 9.355 0.003 0.232 9.356 9.413 9.473 9.552
y_rep[1118] 8.563 0.003 0.239 8.558 8.615 8.681 8.761
y_rep[1119] 8.649 0.005 0.351 8.650 8.709 8.765 8.845
y_rep[1120] 8.438 0.003 0.229 8.440 8.496 8.553 8.630
y_rep[1121] 8.291 0.003 0.218 8.291 8.349 8.410 8.491
y_rep[1122] 8.682 0.003 0.218 8.681 8.737 8.796 8.878
y_rep[1123] 8.653 0.003 0.224 8.652 8.710 8.770 8.849
y_rep[1124] 8.530 0.003 0.230 8.531 8.589 8.645 8.729
y_rep[1125] 9.305 0.003 0.213 9.311 9.367 9.423 9.499
y_rep[1126] 9.286 0.003 0.222 9.285 9.344 9.403 9.487
y_rep[1127] 9.405 0.003 0.224 9.407 9.463 9.523 9.600
y_rep[1128] 9.351 0.003 0.220 9.355 9.408 9.467 9.549
y_rep[1129] 9.478 0.003 0.238 9.477 9.534 9.594 9.674
y_rep[1130] 9.487 0.003 0.212 9.487 9.544 9.599 9.688
y_rep[1131] 9.578 0.003 0.261 9.580 9.638 9.694 9.776
y_rep[1132] 9.412 0.003 0.207 9.410 9.468 9.528 9.608
y_rep[1133] 9.034 0.003 0.230 9.037 9.093 9.153 9.232
y_rep[1134] 9.090 0.004 0.288 9.086 9.142 9.202 9.286
y_rep[1135] 9.445 0.003 0.222 9.446 9.501 9.564 9.639
y_rep[1136] 9.485 0.003 0.253 9.486 9.543 9.601 9.685
y_rep[1137] 9.591 0.003 0.216 9.590 9.646 9.705 9.789
y_rep[1138] 9.536 0.003 0.228 9.538 9.596 9.655 9.736
y_rep[1139] 9.504 0.003 0.223 9.502 9.559 9.619 9.702
y_rep[1140] 9.366 0.003 0.229 9.363 9.420 9.479 9.564
y_rep[1141] 9.308 0.003 0.230 9.307 9.366 9.427 9.504
y_rep[1142] 9.202 0.003 0.215 9.204 9.262 9.317 9.400
y_rep[1143] 9.248 0.003 0.208 9.247 9.306 9.363 9.437
y_rep[1144] 9.288 0.003 0.220 9.288 9.344 9.400 9.487
y_rep[1145] 9.969 0.003 0.264 9.962 10.019 10.080 10.161
y_rep[1146] 9.879 0.003 0.205 9.878 9.936 9.996 10.074
y_rep[1147] 10.417 0.003 0.229 10.419 10.476 10.536 10.616
y_rep[1148] 10.010 0.003 0.218 10.010 10.070 10.126 10.203
y_rep[1149] 10.639 0.003 0.207 10.644 10.700 10.759 10.835
y_rep[1150] 10.403 0.003 0.235 10.401 10.459 10.519 10.604
y_rep[1151] 10.383 0.003 0.227 10.381 10.440 10.504 10.583
y_rep[1152] 10.319 0.003 0.235 10.318 10.375 10.436 10.514
y_rep[1153] 10.225 0.003 0.228 10.227 10.281 10.338 10.421
y_rep[1154] 10.508 0.003 0.207 10.509 10.565 10.625 10.708
y_rep[1155] 11.993 0.003 0.225 11.992 12.050 12.106 12.189
y_rep[1156] 11.223 0.003 0.216 11.222 11.282 11.336 11.408
y_rep[1157] 11.047 0.003 0.230 11.044 11.101 11.161 11.243
y_rep[1158] 11.166 0.003 0.206 11.168 11.226 11.282 11.357
y_rep[1159] 11.048 0.004 0.334 11.047 11.106 11.166 11.243
y_rep[1160] 10.982 0.003 0.209 10.981 11.041 11.101 11.178
y_rep[1161] 11.129 0.003 0.224 11.125 11.185 11.247 11.329
y_rep[1162] 10.969 0.003 0.207 10.968 11.026 11.080 11.162
y_rep[1163] 10.911 0.003 0.226 10.912 10.969 11.027 11.111
y_rep[1164] 10.988 0.003 0.215 10.991 11.045 11.102 11.185
y_rep[1165] 11.048 0.003 0.214 11.050 11.107 11.165 11.247
y_rep[1166] 11.044 0.003 0.228 11.043 11.103 11.161 11.245
y_rep[1167] 11.200 0.003 0.212 11.204 11.262 11.321 11.397
y_rep[1168] 10.853 0.003 0.207 10.854 10.910 10.965 11.049
y_rep[1169] 10.672 0.003 0.220 10.675 10.732 10.792 10.868
y_rep[1170] 10.565 0.003 0.211 10.562 10.621 10.679 10.760
y_rep[1171] 10.370 0.003 0.212 10.368 10.426 10.487 10.566
y_rep[1172] 9.943 0.003 0.226 9.944 10.002 10.059 10.146
y_rep[1173] 10.259 0.003 0.213 10.262 10.319 10.374 10.454
y_rep[1174] 10.151 0.003 0.202 10.151 10.208 10.267 10.343
y_rep[1175] 10.124 0.003 0.223 10.125 10.180 10.238 10.318
y_rep[1176] 10.191 0.003 0.226 10.191 10.250 10.307 10.388
y_rep[1177] 9.992 0.004 0.317 9.991 10.052 10.109 10.187
y_rep[1178] 9.471 0.003 0.221 9.467 9.524 9.583 9.665
y_rep[1179] 9.627 0.003 0.219 9.627 9.685 9.744 9.829
y_rep[1180] 9.714 0.003 0.251 9.714 9.771 9.829 9.910
y_rep[1181] 9.632 0.004 0.269 9.633 9.690 9.749 9.833
y_rep[1182] 9.572 0.003 0.211 9.569 9.627 9.682 9.760
y_rep[1183] 9.493 0.003 0.210 9.493 9.551 9.611 9.694
y_rep[1184] 9.977 0.003 0.232 9.974 10.033 10.096 10.181
y_rep[1185] 10.060 0.003 0.220 10.057 10.114 10.173 10.253
y_rep[1186] 9.934 0.003 0.228 9.932 9.990 10.048 10.130
y_rep[1187] 9.712 0.003 0.222 9.712 9.767 9.827 9.908
y_rep[1188] 10.209 0.003 0.217 10.211 10.267 10.326 10.409
y_rep[1189] 10.291 0.003 0.221 10.291 10.350 10.408 10.490
y_rep[1190] 10.060 0.003 0.210 10.065 10.121 10.177 10.256
y_rep[1191] 10.194 0.003 0.233 10.196 10.253 10.312 10.389
y_rep[1192] 10.027 0.003 0.220 10.027 10.084 10.144 10.226
y_rep[1193] 10.304 0.003 0.223 10.303 10.360 10.419 10.502
y_rep[1194] 10.442 0.003 0.212 10.444 10.503 10.558 10.636
y_rep[1195] 10.222 0.003 0.211 10.221 10.276 10.336 10.424
y_rep[1196] 11.376 0.003 0.210 11.376 11.433 11.495 11.579
y_rep[1197] 11.513 0.003 0.235 11.514 11.571 11.633 11.716
y_rep[1198] 11.307 0.003 0.220 11.308 11.365 11.424 11.501
y_rep[1199] 11.385 0.003 0.212 11.385 11.442 11.499 11.578
y_rep[1200] 11.486 0.003 0.213 11.486 11.543 11.601 11.682
y_rep[1201] 11.287 0.003 0.220 11.286 11.341 11.403 11.488
y_rep[1202] 11.100 0.003 0.211 11.103 11.161 11.221 11.297
y_rep[1203] 11.217 0.003 0.202 11.221 11.277 11.332 11.406
y_rep[1204] 11.027 0.003 0.228 11.026 11.083 11.143 11.221
y_rep[1205] 11.003 0.003 0.259 11.005 11.062 11.119 11.198
y_rep[1206] 11.052 0.003 0.227 11.053 11.108 11.168 11.252
y_rep[1207] 10.912 0.003 0.227 10.910 10.965 11.027 11.110
y_rep[1208] 10.857 0.003 0.212 10.861 10.917 10.976 11.054
y_rep[1209] 11.007 0.003 0.215 11.010 11.065 11.123 11.201
y_rep[1210] 10.950 0.003 0.206 10.951 11.009 11.065 11.146
y_rep[1211] 10.540 0.003 0.219 10.541 10.599 10.655 10.736
y_rep[1212] 10.644 0.003 0.214 10.642 10.698 10.760 10.845
y_rep[1213] 10.592 0.003 0.224 10.591 10.648 10.708 10.789
y_rep[1214] 10.586 0.003 0.218 10.581 10.642 10.702 10.789
y_rep[1215] 11.093 0.003 0.238 11.091 11.151 11.208 11.296
y_rep[1216] 11.065 0.003 0.203 11.067 11.125 11.182 11.254
y_rep[1217] 10.735 0.003 0.215 10.738 10.792 10.854 10.940
y_rep[1218] 10.695 0.003 0.222 10.697 10.755 10.816 10.895
y_rep[1219] 9.836 0.003 0.207 9.835 9.892 9.950 10.036
y_rep[1220] 9.530 0.003 0.218 9.531 9.589 9.646 9.722
y_rep[1221] 10.020 0.003 0.211 10.020 10.075 10.133 10.208
y_rep[1222] 10.431 0.003 0.212 10.432 10.490 10.546 10.624
y_rep[1223] 9.821 0.003 0.246 9.822 9.877 9.939 10.018
y_rep[1224] 10.020 0.003 0.214 10.018 10.077 10.141 10.226
y_rep[1225] 9.843 0.003 0.204 9.842 9.899 9.962 10.049
y_rep[1226] 9.915 0.003 0.213 9.916 9.974 10.034 10.116
y_rep[1227] 10.247 0.003 0.231 10.244 10.305 10.364 10.448
y_rep[1228] 10.265 0.003 0.212 10.270 10.324 10.381 10.459
y_rep[1229] 10.055 0.003 0.216 10.057 10.115 10.176 10.256
y_rep[1230] 9.939 0.003 0.213 9.937 9.993 10.051 10.138
y_rep[1231] 9.740 0.003 0.209 9.738 9.793 9.854 9.940
y_rep[1232] 9.700 0.003 0.225 9.699 9.757 9.813 9.891
y_rep[1233] 9.566 0.003 0.207 9.567 9.623 9.678 9.759
y_rep[1234] 9.537 0.003 0.246 9.533 9.590 9.650 9.741
y_rep[1235] 9.438 0.003 0.210 9.437 9.495 9.557 9.635
y_rep[1236] 9.247 0.007 0.542 9.244 9.303 9.366 9.449
y_rep[1237] 9.357 0.003 0.210 9.357 9.413 9.474 9.553
y_rep[1238] 9.072 0.003 0.216 9.076 9.131 9.191 9.271
y_rep[1239] 9.299 0.003 0.247 9.298 9.358 9.417 9.493
y_rep[1240] 9.093 0.003 0.214 9.093 9.151 9.208 9.292
y_rep[1241] 9.057 0.003 0.222 9.059 9.115 9.173 9.252
y_rep[1242] 9.241 0.003 0.246 9.241 9.298 9.357 9.449
y_rep[1243] 9.283 0.003 0.259 9.279 9.338 9.393 9.477
y_rep[1244] 8.997 0.003 0.215 8.995 9.053 9.110 9.189
y_rep[1245] 8.863 0.003 0.219 8.865 8.920 8.980 9.065
y_rep[1246] 9.071 0.003 0.209 9.075 9.132 9.188 9.266
y_rep[1247] 8.971 0.003 0.211 8.971 9.028 9.084 9.165
y_rep[1248] 8.750 0.003 0.213 8.752 8.809 8.866 8.945
y_rep[1249] 8.681 0.003 0.217 8.680 8.739 8.797 8.882
y_rep[1250] 8.446 0.003 0.224 8.445 8.499 8.556 8.642
y_rep[1251] 8.279 0.003 0.208 8.277 8.335 8.393 8.477
y_rep[1252] 8.296 0.003 0.222 8.291 8.350 8.409 8.494
y_rep[1253] 8.227 0.003 0.215 8.224 8.286 8.345 8.422
y_rep[1254] 8.414 0.003 0.230 8.414 8.470 8.531 8.620
y_rep[1255] 8.250 0.003 0.212 8.247 8.306 8.368 8.452
y_rep[1256] 8.291 0.003 0.229 8.294 8.352 8.410 8.489
y_rep[1257] 9.389 0.003 0.203 9.391 9.445 9.503 9.584
y_rep[1258] 9.569 0.004 0.269 9.567 9.624 9.684 9.769
y_rep[1259] 9.368 0.003 0.220 9.371 9.428 9.490 9.574
y_rep[1260] 9.465 0.003 0.209 9.463 9.520 9.583 9.664
y_rep[1261] 9.210 0.003 0.228 9.213 9.269 9.331 9.409
y_rep[1262] 8.790 0.003 0.210 8.787 8.845 8.905 8.987
y_rep[1263] 9.056 0.003 0.222 9.054 9.111 9.170 9.253
y_rep[1264] 9.334 0.003 0.217 9.338 9.396 9.450 9.532
y_rep[1265] 9.036 0.003 0.221 9.039 9.095 9.156 9.228
y_rep[1266] 8.847 0.003 0.257 8.849 8.904 8.962 9.048
y_rep[1267] 8.946 0.003 0.203 8.944 9.002 9.060 9.142
y_rep[1268] 8.856 0.003 0.235 8.852 8.913 8.970 9.055
y_rep[1269] 8.860 0.003 0.215 8.859 8.917 8.977 9.061
y_rep[1270] 9.079 0.003 0.219 9.081 9.136 9.195 9.277
y_rep[1271] 9.127 0.003 0.213 9.129 9.188 9.243 9.323
y_rep[1272] 9.159 0.003 0.202 9.160 9.219 9.276 9.354
y_rep[1273] 9.254 0.004 0.269 9.253 9.311 9.373 9.458
y_rep[1274] 9.396 0.003 0.215 9.390 9.449 9.511 9.592
y_rep[1275] 9.342 0.003 0.216 9.339 9.397 9.457 9.539
y_rep[1276] 9.377 0.003 0.219 9.378 9.432 9.490 9.570
y_rep[1277] 9.270 0.003 0.213 9.271 9.325 9.386 9.470
y_rep[1278] 9.223 0.003 0.220 9.221 9.276 9.335 9.415
y_rep[1279] 9.106 0.003 0.246 9.104 9.161 9.220 9.301
y_rep[1280] 8.669 0.003 0.219 8.668 8.725 8.782 8.860
y_rep[1281] 8.532 0.003 0.211 8.530 8.588 8.647 8.728
y_rep[1282] 8.866 0.003 0.250 8.867 8.925 8.984 9.062
y_rep[1283] 8.582 0.005 0.350 8.585 8.641 8.698 8.784
y_rep[1284] 8.442 0.003 0.255 8.443 8.502 8.557 8.637
y_rep[1285] 8.587 0.003 0.209 8.586 8.641 8.696 8.773
y_rep[1286] 8.219 0.003 0.224 8.219 8.277 8.339 8.425
y_rep[1287] 8.019 0.004 0.267 8.018 8.075 8.132 8.214
y_rep[1288] 9.178 0.004 0.312 9.179 9.237 9.295 9.378
y_rep[1289] 8.963 0.004 0.277 8.956 9.014 9.074 9.161
y_rep[1290] 8.921 0.003 0.227 8.922 8.978 9.038 9.120
y_rep[1291] 8.992 0.003 0.221 8.990 9.048 9.108 9.188
y_rep[1292] 8.831 0.003 0.226 8.831 8.890 8.947 9.025
y_rep[1293] 8.507 0.003 0.240 8.505 8.565 8.623 8.705
y_rep[1294] 8.447 0.005 0.402 8.447 8.506 8.566 8.645
y_rep[1295] 8.340 0.003 0.226 8.339 8.398 8.459 8.534
y_rep[1296] 8.171 0.003 0.217 8.171 8.229 8.286 8.369
y_rep[1297] 8.103 0.003 0.231 8.103 8.160 8.221 8.305
y_rep[1298] 8.088 0.003 0.223 8.092 8.149 8.205 8.287
y_rep[1299] 7.787 0.003 0.207 7.788 7.844 7.905 7.985
y_rep[1300] 7.989 0.003 0.215 7.988 8.044 8.101 8.179
y_rep[1301] 7.706 0.003 0.232 7.702 7.758 7.817 7.898
y_rep[1302] 7.877 0.003 0.214 7.876 7.934 7.993 8.073
y_rep[1303] 7.900 0.003 0.221 7.900 7.959 8.016 8.099
y_rep[1304] 7.926 0.003 0.217 7.927 7.984 8.044 8.120
y_rep[1305] 7.935 0.003 0.218 7.934 7.991 8.050 8.134
y_rep[1306] 8.268 0.003 0.219 8.265 8.321 8.384 8.467
y_rep[1307] 8.073 0.003 0.231 8.072 8.130 8.192 8.268
y_rep[1308] 8.000 0.003 0.228 8.001 8.062 8.121 8.196
y_rep[1309] 8.038 0.003 0.248 8.036 8.094 8.154 8.230
y_rep[1310] 8.306 0.004 0.331 8.309 8.368 8.424 8.499
y_rep[1311] 7.814 0.003 0.208 7.815 7.873 7.930 8.012
y_rep[1312] 8.392 0.003 0.232 8.390 8.448 8.505 8.585
y_rep[1313] 8.285 0.003 0.238 8.282 8.339 8.399 8.479
y_rep[1314] 8.392 0.003 0.225 8.391 8.445 8.504 8.583
y_rep[1315] 8.315 0.003 0.198 8.313 8.368 8.426 8.505
y_rep[1316] 8.224 0.003 0.211 8.225 8.283 8.344 8.425
y_rep[1317] 8.427 0.003 0.228 8.426 8.483 8.544 8.624
y_rep[1318] 8.421 0.003 0.226 8.423 8.477 8.535 8.614
y_rep[1319] 9.484 0.003 0.198 9.482 9.542 9.601 9.676
y_rep[1320] 9.698 0.003 0.228 9.692 9.751 9.815 9.898
y_rep[1321] 9.538 0.003 0.234 9.541 9.596 9.652 9.734
y_rep[1322] 9.632 0.003 0.210 9.635 9.692 9.749 9.831
y_rep[1323] 9.526 0.003 0.234 9.529 9.585 9.639 9.721
y_rep[1324] 9.597 0.003 0.226 9.591 9.651 9.710 9.794
y_rep[1325] 10.051 0.003 0.218 10.051 10.110 10.170 10.250
y_rep[1326] 9.754 0.003 0.231 9.752 9.810 9.871 9.961
y_rep[1327] 9.643 0.003 0.214 9.646 9.701 9.758 9.837
y_rep[1328] 9.624 0.003 0.237 9.622 9.679 9.740 9.819
y_rep[1329] 9.501 0.003 0.249 9.504 9.561 9.616 9.696
y_rep[1330] 9.703 0.004 0.299 9.701 9.757 9.811 9.891
y_rep[1331] 10.029 0.003 0.229 10.030 10.088 10.147 10.231
y_rep[1332] 9.818 0.003 0.210 9.819 9.876 9.934 10.010
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y_rep[1335] 9.452 0.003 0.225 9.449 9.510 9.570 9.651
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y_rep[1337] 9.921 0.003 0.229 9.918 9.975 10.032 10.114
y_rep[1338] 9.634 0.003 0.230 9.631 9.689 9.750 9.835
y_rep[1339] 9.629 0.003 0.242 9.628 9.683 9.740 9.824
y_rep[1340] 9.686 0.003 0.229 9.688 9.747 9.806 9.886
y_rep[1341] 9.740 0.003 0.255 9.735 9.793 9.853 9.940
y_rep[1342] 9.913 0.003 0.201 9.909 9.969 10.028 10.117
y_rep[1343] 9.890 0.003 0.223 9.890 9.948 10.008 10.088
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y_rep[1345] 9.762 0.004 0.278 9.759 9.816 9.874 9.953
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y_rep[1347] 9.661 0.003 0.224 9.663 9.719 9.775 9.857
y_rep[1348] 9.615 0.003 0.230 9.617 9.674 9.730 9.810
y_rep[1349] 9.510 0.003 0.238 9.507 9.565 9.622 9.705
y_rep[1350] 9.689 0.003 0.225 9.692 9.748 9.807 9.880
y_rep[1351] 9.753 0.003 0.221 9.756 9.815 9.873 9.952
y_rep[1352] 9.709 0.004 0.272 9.709 9.766 9.823 9.904
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y_rep[1354] 9.862 0.003 0.232 9.867 9.918 9.980 10.055
y_rep[1355] 9.723 0.003 0.214 9.723 9.779 9.840 9.918
y_rep[1356] 9.761 0.003 0.210 9.759 9.814 9.876 9.962
y_rep[1357] 9.907 0.003 0.227 9.902 9.960 10.018 10.098
y_rep[1358] 9.826 0.003 0.213 9.828 9.885 9.943 10.025
y_rep[1359] 9.372 0.003 0.220 9.373 9.431 9.488 9.568
y_rep[1360] 9.231 0.003 0.211 9.230 9.287 9.346 9.424
y_rep[1361] 8.765 0.003 0.203 8.769 8.824 8.881 8.962
y_rep[1362] 8.684 0.003 0.199 8.687 8.743 8.793 8.874
y_rep[1363] 8.727 0.003 0.236 8.725 8.782 8.841 8.925
y_rep[1364] 8.489 0.003 0.247 8.493 8.552 8.607 8.690
y_rep[1365] 8.538 0.003 0.234 8.540 8.595 8.650 8.727
y_rep[1366] 8.065 0.003 0.218 8.061 8.120 8.178 8.260
y_rep[1367] 8.169 0.003 0.210 8.167 8.225 8.282 8.369
y_rep[1368] 7.892 0.003 0.207 7.887 7.944 8.007 8.087
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y_rep[1370] 7.724 0.003 0.212 7.725 7.781 7.839 7.920
y_rep[1371] 7.540 0.003 0.221 7.539 7.596 7.654 7.734
y_rep[1372] 8.020 0.003 0.232 8.020 8.077 8.135 8.215
y_rep[1373] 8.294 0.003 0.217 8.298 8.353 8.411 8.487
y_rep[1374] 7.993 0.003 0.220 7.994 8.053 8.110 8.188
y_rep[1375] 7.882 0.003 0.210 7.882 7.941 7.997 8.069
y_rep[1376] 7.770 0.003 0.221 7.770 7.827 7.885 7.964
y_rep[1377] 7.675 0.003 0.203 7.674 7.731 7.794 7.871
y_rep[1378] 7.758 0.003 0.230 7.760 7.815 7.876 7.958
y_rep[1379] 7.807 0.003 0.230 7.806 7.863 7.926 8.008
y_rep[1380] 7.478 0.003 0.204 7.477 7.533 7.593 7.673
y_rep[1381] 7.835 0.003 0.211 7.836 7.892 7.952 8.033
y_rep[1382] 8.134 0.003 0.221 8.134 8.190 8.253 8.334
y_rep[1383] 8.013 0.003 0.202 8.013 8.071 8.130 8.213
y_rep[1384] 8.466 0.003 0.214 8.467 8.524 8.581 8.657
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y_rep[1388] 8.416 0.003 0.225 8.416 8.470 8.533 8.617
y_rep[1389] 8.296 0.003 0.215 8.294 8.352 8.408 8.493
y_rep[1390] 8.372 0.003 0.221 8.371 8.429 8.489 8.566
y_rep[1391] 8.352 0.003 0.218 8.353 8.409 8.470 8.549
y_rep[1392] 8.249 0.003 0.221 8.251 8.307 8.368 8.448
y_rep[1393] 8.241 0.004 0.277 8.243 8.300 8.359 8.448
y_rep[1394] 8.123 0.003 0.230 8.124 8.180 8.242 8.321
y_rep[1395] 7.850 0.003 0.212 7.851 7.909 7.967 8.044
y_rep[1396] 8.240 0.003 0.218 8.242 8.297 8.358 8.442
y_rep[1397] 8.114 0.003 0.235 8.115 8.172 8.230 8.311
y_rep[1398] 8.788 0.007 0.553 8.780 8.838 8.897 8.976
y_rep[1399] 9.806 0.003 0.234 9.804 9.863 9.919 9.998
y_rep[1400] 9.353 0.003 0.212 9.354 9.410 9.469 9.551
y_rep[1401] 9.568 0.003 0.228 9.565 9.620 9.681 9.763
y_rep[1402] 9.828 0.003 0.223 9.829 9.882 9.939 10.020
y_rep[1403] 9.996 0.003 0.223 9.999 10.055 10.113 10.185
y_rep[1404] 9.883 0.003 0.202 9.883 9.941 10.000 10.079
y_rep[1405] 9.764 0.003 0.215 9.761 9.820 9.879 9.959
y_rep[1406] 9.786 0.003 0.206 9.788 9.844 9.906 9.982
y_rep[1407] 9.657 0.003 0.223 9.655 9.713 9.770 9.847
y_rep[1408] 9.757 0.003 0.237 9.756 9.814 9.875 9.952
y_rep[1409] 10.019 0.003 0.233 10.020 10.073 10.131 10.214
y_rep[1410] 9.964 0.003 0.226 9.965 10.022 10.081 10.163
y_rep[1411] 10.220 0.003 0.215 10.218 10.276 10.333 10.412
y_rep[1412] 10.116 0.003 0.222 10.118 10.174 10.235 10.316
y_rep[1413] 10.212 0.003 0.219 10.211 10.266 10.326 10.411
y_rep[1414] 10.904 0.003 0.206 10.899 10.959 11.023 11.106
y_rep[1415] 13.593 0.005 0.419 13.596 13.651 13.709 13.790
y_rep[1416] 13.283 0.003 0.227 13.286 13.345 13.404 13.487
y_rep[1417] 13.650 0.003 0.230 13.649 13.708 13.769 13.849
y_rep[1418] 13.763 0.003 0.218 13.762 13.819 13.878 13.955
y_rep[1419] 13.996 0.003 0.213 13.996 14.055 14.112 14.192
y_rep[1420] 14.732 0.003 0.253 14.732 14.790 14.848 14.924
y_rep[1421] 14.626 0.003 0.220 14.625 14.684 14.744 14.825
y_rep[1422] 14.511 0.003 0.246 14.509 14.569 14.628 14.711
y_rep[1423] 15.056 0.003 0.216 15.059 15.118 15.174 15.257
y_rep[1424] 18.493 0.003 0.230 18.491 18.550 18.610 18.692
y_rep[1425] 17.950 0.003 0.223 17.950 18.010 18.071 18.150
y_rep[1426] 17.271 0.005 0.367 17.280 17.337 17.394 17.472
y_rep[1427] 17.960 0.003 0.212 17.961 18.020 18.078 18.162
y_rep[1428] 18.031 0.010 0.744 18.035 18.094 18.156 18.237
y_rep[1429] 17.625 0.003 0.217 17.625 17.684 17.742 17.818
y_rep[1430] 17.792 0.003 0.227 17.793 17.850 17.909 17.987
y_rep[1431] 18.544 0.003 0.259 18.545 18.605 18.667 18.748
y_rep[1432] 18.513 0.003 0.216 18.513 18.571 18.629 18.711
y_rep[1433] 18.896 0.003 0.229 18.900 18.955 19.012 19.090
y_rep[1434] 18.402 0.003 0.210 18.399 18.457 18.516 18.604
y_rep[1435] 18.430 0.003 0.219 18.433 18.491 18.550 18.630
y_rep[1436] 18.231 0.003 0.238 18.231 18.290 18.351 18.430
y_rep[1437] 18.266 0.003 0.261 18.267 18.323 18.381 18.464
y_rep[1438] 17.831 0.003 0.238 17.832 17.891 17.950 18.036
y_rep[1439] 18.179 0.003 0.225 18.177 18.237 18.294 18.376
y_rep[1440] 17.757 0.003 0.202 17.761 17.817 17.876 17.954
y_rep[1441] 17.664 0.003 0.217 17.662 17.722 17.780 17.863
y_rep[1442] 16.982 0.003 0.244 16.984 17.040 17.098 17.180
y_rep[1443] 16.857 0.003 0.212 16.860 16.917 16.974 17.053
y_rep[1444] 16.986 0.004 0.274 16.985 17.041 17.101 17.184
y_rep[1445] 16.865 0.003 0.251 16.868 16.925 16.983 17.064
y_rep[1446] 15.859 0.003 0.214 15.857 15.915 15.977 16.059
y_rep[1447] 14.565 0.003 0.233 14.564 14.622 14.680 14.757
y_rep[1448] 14.430 0.003 0.210 14.432 14.489 14.549 14.630
y_rep[1449] 14.337 0.003 0.214 14.334 14.394 14.454 14.541
y_rep[1450] 13.474 0.003 0.216 13.475 13.532 13.590 13.668
y_rep[1451] 14.966 0.003 0.230 14.968 15.024 15.089 15.169
y_rep[1452] 14.717 0.003 0.243 14.714 14.774 14.833 14.917
y_rep[1453] 15.505 0.003 0.227 15.507 15.564 15.625 15.705
y_rep[1454] 15.433 0.003 0.241 15.432 15.489 15.544 15.625
y_rep[1455] 15.529 0.003 0.247 15.529 15.587 15.647 15.722
y_rep[1456] 15.939 0.003 0.245 15.943 16.003 16.064 16.141
y_rep[1457] 16.245 0.003 0.215 16.249 16.307 16.365 16.445
y_rep[1458] 15.805 0.003 0.251 15.804 15.859 15.919 16.003
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y_rep[1460] 16.291 0.003 0.218 16.289 16.346 16.404 16.481
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log_lik[7] 0.568 0.002 0.135 0.574 0.632 0.683 0.737
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log_lik[10] 0.659 0.001 0.079 0.661 0.694 0.727 0.759
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log_lik[16] 0.986 0.001 0.048 0.988 1.008 1.026 1.046
log_lik[17] 1.125 0.001 0.035 1.127 1.141 1.154 1.168
log_lik[18] 0.332 0.001 0.097 0.336 0.376 0.413 0.454
log_lik[19] 0.102 0.001 0.090 0.102 0.143 0.179 0.217
log_lik[20] 0.942 0.001 0.062 0.945 0.971 0.995 1.018
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log_lik[24] 1.106 0.000 0.034 1.106 1.121 1.135 1.149
log_lik[25] 0.060 0.001 0.084 0.061 0.098 0.131 0.167
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log_lik[34] 0.033 0.001 0.058 0.033 0.059 0.082 0.107
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log_lik[41] 1.124 0.000 0.030 1.124 1.137 1.149 1.163
log_lik[42] 0.996 0.001 0.041 0.997 1.014 1.030 1.047
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log_lik[48] 1.136 0.000 0.029 1.136 1.149 1.160 1.174
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log_lik[54] 0.524 0.001 0.052 0.526 0.549 0.568 0.590
log_lik[55] 0.814 0.001 0.069 0.815 0.845 0.873 0.901
log_lik[56] 0.569 0.001 0.047 0.570 0.590 0.609 0.629
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log_lik[59] 0.221 0.001 0.062 0.222 0.249 0.274 0.299
log_lik[60] 0.797 0.001 0.042 0.797 0.815 0.832 0.850
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log_lik[78] 1.039 0.000 0.030 1.039 1.052 1.064 1.077
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log_lik[82] 1.051 0.000 0.029 1.051 1.064 1.075 1.088
log_lik[83] 1.123 0.000 0.030 1.122 1.136 1.148 1.161
log_lik[84] 1.139 0.000 0.029 1.139 1.152 1.164 1.177
log_lik[85] 1.006 0.000 0.033 1.006 1.021 1.033 1.048
log_lik[86] 0.764 0.001 0.062 0.766 0.792 0.816 0.842
log_lik[87] 0.261 0.001 0.086 0.262 0.300 0.335 0.372
log_lik[88] 1.092 0.000 0.030 1.092 1.105 1.117 1.129
log_lik[89] 0.379 0.001 0.061 0.379 0.406 0.431 0.457
log_lik[90] 0.936 0.001 0.061 0.938 0.965 0.989 1.013
log_lik[91] 0.966 0.000 0.035 0.966 0.981 0.995 1.011
log_lik[92] 1.070 0.000 0.030 1.069 1.083 1.095 1.109
log_lik[93] 0.456 0.001 0.044 0.456 0.475 0.492 0.512
log_lik[94] 0.778 0.001 0.042 0.779 0.797 0.813 0.830
log_lik[95] 0.434 0.001 0.058 0.434 0.460 0.483 0.509
log_lik[96] 0.899 0.001 0.045 0.899 0.919 0.937 0.957
log_lik[97] 1.090 0.000 0.030 1.090 1.103 1.114 1.128
log_lik[98] 1.017 0.001 0.037 1.018 1.034 1.048 1.063
log_lik[99] 0.814 0.001 0.037 0.814 0.830 0.844 0.860
log_lik[100] 1.138 0.000 0.029 1.137 1.150 1.162 1.175
log_lik[101] 1.109 0.001 0.034 1.109 1.124 1.138 1.153
log_lik[102] 1.075 0.000 0.033 1.076 1.090 1.103 1.116
log_lik[103] -2.301 0.001 0.071 -2.300 -2.269 -2.242 -2.213
log_lik[104] 0.802 0.001 0.087 0.806 0.843 0.877 0.911
log_lik[105] 0.282 0.001 0.063 0.282 0.310 0.335 0.362
log_lik[106] 1.117 0.000 0.030 1.117 1.130 1.142 1.155
log_lik[107] 1.060 0.000 0.030 1.060 1.073 1.085 1.099
log_lik[108] 0.713 0.001 0.044 0.713 0.732 0.750 0.770
log_lik[109] 0.495 0.001 0.057 0.495 0.520 0.542 0.568
log_lik[110] -1.359 0.001 0.081 -1.358 -1.323 -1.291 -1.256
log_lik[111] 1.070 0.000 0.031 1.070 1.083 1.095 1.109
log_lik[112] 0.971 0.001 0.038 0.972 0.989 1.003 1.018
log_lik[113] 1.068 0.001 0.044 1.070 1.089 1.105 1.122
log_lik[114] 0.934 0.000 0.030 0.934 0.947 0.959 0.972
log_lik[115] 0.725 0.001 0.054 0.726 0.749 0.771 0.792
log_lik[116] 1.042 0.001 0.051 1.044 1.066 1.086 1.104
log_lik[117] -0.539 0.001 0.081 -0.540 -0.502 -0.471 -0.435
log_lik[118] 1.073 0.000 0.030 1.073 1.087 1.098 1.112
log_lik[119] 1.141 0.000 0.029 1.141 1.153 1.165 1.178
log_lik[120] 0.913 0.000 0.030 0.914 0.927 0.939 0.952
log_lik[121] -1.530 0.001 0.061 -1.529 -1.504 -1.480 -1.452
log_lik[122] 0.609 0.001 0.050 0.609 0.631 0.651 0.672
log_lik[123] 1.060 0.000 0.031 1.060 1.074 1.087 1.100
log_lik[124] 1.130 0.000 0.029 1.130 1.143 1.155 1.169
log_lik[125] 0.964 0.001 0.060 0.967 0.993 1.015 1.038
log_lik[126] 0.429 0.001 0.063 0.430 0.458 0.482 0.509
log_lik[127] 1.082 0.001 0.034 1.083 1.097 1.111 1.126
log_lik[128] -0.632 0.001 0.060 -0.631 -0.605 -0.581 -0.555
log_lik[129] 0.811 0.001 0.047 0.811 0.831 0.851 0.872
log_lik[130] 0.820 0.000 0.035 0.821 0.836 0.850 0.865
log_lik[131] 1.140 0.000 0.029 1.140 1.152 1.164 1.178
log_lik[132] 1.135 0.000 0.030 1.134 1.148 1.160 1.173
log_lik[133] 0.701 0.001 0.054 0.702 0.726 0.747 0.768
log_lik[134] 0.354 0.001 0.044 0.355 0.374 0.393 0.411
log_lik[135] -0.233 0.001 0.053 -0.232 -0.209 -0.187 -0.166
log_lik[136] -0.046 0.001 0.055 -0.046 -0.021 0.001 0.024
log_lik[137] 0.738 0.001 0.064 0.739 0.767 0.791 0.819
log_lik[138] 0.673 0.001 0.054 0.674 0.698 0.720 0.742
log_lik[139] 1.120 0.000 0.029 1.121 1.133 1.145 1.158
log_lik[140] 0.311 0.001 0.053 0.312 0.335 0.356 0.378
log_lik[141] -2.137 0.001 0.096 -2.137 -2.095 -2.057 -2.016
log_lik[142] 1.022 0.001 0.039 1.023 1.040 1.055 1.072
log_lik[143] 1.071 0.000 0.029 1.071 1.083 1.095 1.107
log_lik[144] -2.745 0.001 0.076 -2.743 -2.710 -2.681 -2.649
log_lik[145] 0.626 0.001 0.065 0.627 0.657 0.681 0.709
log_lik[146] 1.092 0.000 0.029 1.091 1.104 1.116 1.130
log_lik[147] -0.491 0.001 0.068 -0.492 -0.461 -0.433 -0.405
log_lik[148] -0.247 0.001 0.058 -0.247 -0.221 -0.197 -0.172
log_lik[149] -0.032 0.001 0.059 -0.032 -0.006 0.019 0.042
log_lik[150] 0.392 0.001 0.043 0.393 0.412 0.428 0.447
log_lik[151] 0.455 0.001 0.060 0.456 0.483 0.507 0.533
log_lik[152] 0.307 0.001 0.059 0.308 0.334 0.358 0.384
log_lik[153] 1.040 0.001 0.035 1.040 1.055 1.069 1.084
log_lik[154] 0.458 0.001 0.049 0.458 0.481 0.500 0.520
log_lik[155] 0.049 0.001 0.054 0.049 0.073 0.096 0.117
log_lik[156] -1.437 0.001 0.093 -1.438 -1.397 -1.360 -1.319
log_lik[157] 0.759 0.001 0.060 0.761 0.787 0.810 0.835
log_lik[158] 1.114 0.000 0.029 1.114 1.127 1.139 1.151
log_lik[159] 1.117 0.000 0.029 1.118 1.130 1.142 1.155
log_lik[160] -0.016 0.001 0.070 -0.016 0.016 0.044 0.074
log_lik[161] -0.462 0.001 0.063 -0.462 -0.434 -0.408 -0.381
log_lik[162] 1.103 0.000 0.032 1.103 1.117 1.130 1.144
log_lik[163] 1.078 0.000 0.029 1.078 1.091 1.102 1.115
log_lik[164] 1.124 0.000 0.030 1.124 1.137 1.149 1.163
log_lik[165] 0.793 0.000 0.034 0.794 0.809 0.822 0.836
log_lik[166] 1.140 0.000 0.029 1.140 1.152 1.164 1.178
log_lik[167] 0.910 0.000 0.030 0.910 0.923 0.935 0.949
log_lik[168] 1.140 0.000 0.029 1.140 1.153 1.164 1.178
log_lik[169] -9.568 0.006 0.406 -9.550 -9.376 -9.225 -9.058
log_lik[170] -4.416 0.006 0.376 -4.427 -4.259 -4.102 -3.928
log_lik[171] -0.406 0.002 0.122 -0.407 -0.353 -0.305 -0.252
log_lik[172] 0.789 0.001 0.090 0.793 0.832 0.865 0.902
log_lik[173] -2.332 0.001 0.107 -2.333 -2.285 -2.239 -2.194
log_lik[174] 0.261 0.001 0.090 0.263 0.302 0.338 0.374
log_lik[175] -0.736 0.003 0.172 -0.732 -0.660 -0.594 -0.518
log_lik[176] -2.702 0.002 0.118 -2.700 -2.648 -2.604 -2.556
log_lik[177] -0.296 0.002 0.128 -0.297 -0.241 -0.188 -0.133
log_lik[178] -0.075 0.001 0.097 -0.074 -0.032 0.006 0.047
log_lik[179] 0.941 0.002 0.114 0.955 1.003 1.042 1.074
log_lik[180] 0.018 0.002 0.152 0.020 0.085 0.144 0.209
log_lik[181] -0.388 0.001 0.099 -0.386 -0.344 -0.303 -0.262
log_lik[182] -0.004 0.002 0.117 0.000 0.047 0.095 0.143
log_lik[183] -1.536 0.002 0.113 -1.537 -1.487 -1.442 -1.393
log_lik[184] 1.007 0.001 0.075 1.015 1.046 1.072 1.097
log_lik[185] -1.527 0.001 0.095 -1.527 -1.486 -1.447 -1.406
log_lik[186] -2.077 0.001 0.095 -2.078 -2.035 -1.998 -1.956
log_lik[187] -0.229 0.002 0.109 -0.229 -0.180 -0.139 -0.092
log_lik[188] 0.629 0.001 0.070 0.630 0.661 0.688 0.718
log_lik[189] 0.711 0.002 0.102 0.717 0.762 0.796 0.840
log_lik[190] -1.077 0.001 0.099 -1.078 -1.032 -0.991 -0.950
log_lik[191] 0.661 0.004 0.228 0.682 0.783 0.861 0.940
log_lik[192] -8.391 0.005 0.356 -8.375 -8.220 -8.093 -7.947
log_lik[193] -0.450 0.002 0.138 -0.452 -0.387 -0.333 -0.273
log_lik[194] 1.050 0.001 0.052 1.054 1.076 1.095 1.114
log_lik[195] 0.932 0.001 0.046 0.934 0.954 0.972 0.989
log_lik[196] -0.428 0.002 0.135 -0.429 -0.367 -0.312 -0.253
log_lik[197] 0.430 0.001 0.049 0.430 0.451 0.470 0.494
log_lik[198] 1.132 0.000 0.032 1.133 1.146 1.158 1.173
log_lik[199] 0.529 0.002 0.101 0.532 0.575 0.614 0.658
log_lik[200] 0.645 0.001 0.062 0.646 0.673 0.696 0.722
log_lik[201] 1.065 0.000 0.030 1.066 1.079 1.090 1.104
log_lik[202] 0.155 0.001 0.053 0.157 0.179 0.200 0.221
log_lik[203] -4.807 0.002 0.157 -4.803 -4.735 -4.677 -4.611
log_lik[204] 0.496 0.002 0.155 0.501 0.570 0.629 0.692
log_lik[205] 0.436 0.001 0.098 0.438 0.481 0.521 0.559
log_lik[206] 0.381 0.002 0.118 0.382 0.434 0.480 0.532
log_lik[207] -1.812 0.001 0.071 -1.812 -1.780 -1.752 -1.721
log_lik[208] 0.179 0.001 0.063 0.179 0.208 0.232 0.258
log_lik[209] 1.131 0.000 0.032 1.131 1.145 1.157 1.171
log_lik[210] 0.993 0.001 0.050 0.995 1.016 1.035 1.056
log_lik[211] -0.449 0.001 0.091 -0.449 -0.410 -0.372 -0.333
log_lik[212] 0.907 0.001 0.043 0.907 0.927 0.943 0.961
log_lik[213] 0.577 0.001 0.081 0.579 0.614 0.646 0.681
log_lik[214] 0.324 0.001 0.052 0.326 0.349 0.368 0.389
log_lik[215] 1.117 0.000 0.032 1.118 1.131 1.144 1.158
log_lik[216] 0.453 0.004 0.285 0.469 0.597 0.705 0.811
log_lik[217] 0.842 0.001 0.058 0.843 0.869 0.890 0.915
log_lik[218] 0.171 0.001 0.091 0.172 0.212 0.248 0.287
log_lik[219] 0.616 0.001 0.048 0.617 0.639 0.657 0.676
log_lik[220] 0.970 0.000 0.036 0.970 0.985 1.000 1.017
log_lik[221] 0.477 0.001 0.066 0.478 0.507 0.534 0.560
log_lik[222] -0.880 0.001 0.091 -0.882 -0.841 -0.803 -0.762
log_lik[223] 0.332 0.001 0.055 0.332 0.357 0.379 0.404
log_lik[224] 0.900 0.001 0.047 0.901 0.923 0.940 0.958
log_lik[225] 1.079 0.001 0.045 1.082 1.102 1.119 1.134
log_lik[226] 0.339 0.003 0.162 0.341 0.413 0.479 0.546
log_lik[227] 0.778 0.001 0.053 0.780 0.803 0.823 0.845
log_lik[228] 0.698 0.001 0.074 0.700 0.733 0.760 0.792
log_lik[229] 1.056 0.000 0.029 1.057 1.069 1.081 1.093
log_lik[230] 1.132 0.000 0.030 1.131 1.145 1.156 1.170
log_lik[231] 0.792 0.001 0.041 0.793 0.811 0.827 0.844
log_lik[232] 1.085 0.001 0.045 1.089 1.107 1.123 1.140
log_lik[233] 0.726 0.001 0.040 0.727 0.744 0.760 0.777
log_lik[234] 1.133 0.000 0.029 1.134 1.146 1.158 1.170
log_lik[235] 0.274 0.001 0.070 0.274 0.305 0.332 0.362
log_lik[236] 0.148 0.001 0.070 0.149 0.180 0.208 0.237
log_lik[237] 0.502 0.001 0.053 0.504 0.527 0.547 0.569
log_lik[238] 1.116 0.000 0.029 1.117 1.129 1.140 1.153
log_lik[239] -3.839 0.001 0.115 -3.834 -3.786 -3.743 -3.696
log_lik[240] 1.007 0.001 0.040 1.008 1.026 1.041 1.058
log_lik[241] 1.106 0.000 0.030 1.106 1.119 1.131 1.144
log_lik[242] 1.137 0.000 0.030 1.137 1.150 1.161 1.176
log_lik[243] 1.082 0.000 0.031 1.083 1.096 1.108 1.122
log_lik[244] 0.719 0.001 0.053 0.719 0.742 0.763 0.787
log_lik[245] 0.744 0.001 0.057 0.744 0.769 0.792 0.817
log_lik[246] 0.406 0.001 0.098 0.408 0.451 0.490 0.530
log_lik[247] 0.859 0.001 0.045 0.860 0.879 0.897 0.917
log_lik[248] 0.941 0.000 0.034 0.941 0.955 0.969 0.984
log_lik[249] -1.256 0.001 0.078 -1.255 -1.222 -1.191 -1.158
log_lik[250] 1.125 0.000 0.030 1.126 1.139 1.151 1.163
log_lik[251] -0.229 0.001 0.078 -0.229 -0.195 -0.163 -0.129
log_lik[252] 1.105 0.001 0.036 1.106 1.122 1.135 1.150
log_lik[253] 0.951 0.001 0.039 0.952 0.969 0.984 1.001
log_lik[254] 0.645 0.001 0.044 0.645 0.664 0.682 0.701
log_lik[255] 0.981 0.001 0.043 0.982 1.001 1.018 1.035
log_lik[256] 1.134 0.000 0.030 1.135 1.147 1.160 1.173
log_lik[257] 1.067 0.001 0.039 1.069 1.085 1.101 1.117
log_lik[258] 0.339 0.001 0.078 0.340 0.374 0.404 0.439
log_lik[259] 0.525 0.001 0.059 0.526 0.551 0.575 0.601
log_lik[260] -0.152 0.001 0.064 -0.152 -0.123 -0.098 -0.071
log_lik[261] 0.713 0.000 0.037 0.713 0.730 0.745 0.761
log_lik[262] -0.049 0.002 0.151 -0.049 0.019 0.078 0.146
log_lik[263] -0.107 0.001 0.085 -0.108 -0.070 -0.034 0.001
log_lik[264] 1.107 0.000 0.029 1.107 1.120 1.132 1.144
log_lik[265] -3.527 0.001 0.103 -3.524 -3.479 -3.440 -3.397
log_lik[266] 0.061 0.002 0.123 0.062 0.116 0.166 0.219
log_lik[267] 1.122 0.000 0.030 1.121 1.134 1.146 1.160
log_lik[268] 0.387 0.001 0.052 0.387 0.410 0.431 0.453
log_lik[269] 1.138 0.000 0.030 1.138 1.151 1.163 1.177
log_lik[270] 0.729 0.001 0.081 0.730 0.765 0.797 0.831
log_lik[271] 1.052 0.000 0.033 1.052 1.066 1.079 1.094
log_lik[272] -2.146 0.001 0.071 -2.145 -2.114 -2.087 -2.056
log_lik[273] -2.356 0.001 0.072 -2.355 -2.323 -2.296 -2.264
log_lik[274] -0.401 0.001 0.084 -0.402 -0.364 -0.330 -0.292
log_lik[275] 1.069 0.000 0.028 1.069 1.081 1.092 1.104
log_lik[276] 1.134 0.000 0.030 1.134 1.148 1.160 1.173
log_lik[277] 0.832 0.001 0.043 0.833 0.852 0.868 0.888
log_lik[278] 1.103 0.000 0.029 1.102 1.115 1.127 1.140
log_lik[279] -0.343 0.001 0.062 -0.342 -0.316 -0.291 -0.264
log_lik[280] 1.096 0.000 0.030 1.096 1.109 1.121 1.135
log_lik[281] 0.881 0.001 0.036 0.882 0.898 0.912 0.927
log_lik[282] -0.444 0.001 0.057 -0.444 -0.420 -0.396 -0.370
log_lik[283] 0.238 0.001 0.052 0.240 0.261 0.283 0.304
log_lik[284] -0.408 0.001 0.063 -0.408 -0.380 -0.354 -0.326
log_lik[285] 0.492 0.001 0.045 0.492 0.512 0.530 0.549
log_lik[286] 0.894 0.001 0.046 0.895 0.915 0.934 0.953
log_lik[287] 0.540 0.001 0.047 0.540 0.560 0.578 0.601
log_lik[288] -0.950 0.001 0.060 -0.950 -0.924 -0.900 -0.873
log_lik[289] 1.109 0.000 0.030 1.109 1.122 1.134 1.148
log_lik[290] 0.922 0.000 0.036 0.923 0.938 0.952 0.967
log_lik[291] 0.385 0.001 0.051 0.387 0.409 0.428 0.450
log_lik[292] -0.707 0.001 0.057 -0.707 -0.682 -0.660 -0.633
log_lik[293] 1.011 0.001 0.047 1.013 1.033 1.052 1.070
log_lik[294] -0.085 0.001 0.052 -0.085 -0.063 -0.041 -0.018
log_lik[295] 1.061 0.000 0.030 1.061 1.074 1.085 1.099
log_lik[296] -3.675 0.001 0.112 -3.670 -3.624 -3.579 -3.534
log_lik[297] -0.438 0.002 0.140 -0.437 -0.378 -0.319 -0.258
log_lik[298] -0.839 0.001 0.085 -0.838 -0.802 -0.769 -0.732
log_lik[299] 0.910 0.001 0.040 0.911 0.928 0.943 0.961
log_lik[300] 0.673 0.001 0.069 0.676 0.705 0.730 0.759
log_lik[301] 1.033 0.000 0.035 1.032 1.048 1.062 1.078
log_lik[302] 1.123 0.000 0.030 1.123 1.136 1.148 1.162
log_lik[303] 1.137 0.000 0.030 1.137 1.150 1.161 1.175
log_lik[304] -0.287 0.001 0.084 -0.287 -0.249 -0.216 -0.181
log_lik[305] 0.593 0.001 0.062 0.596 0.621 0.646 0.671
log_lik[306] 0.677 0.001 0.053 0.678 0.701 0.722 0.744
log_lik[307] 1.045 0.000 0.035 1.045 1.061 1.075 1.089
log_lik[308] -0.861 0.001 0.072 -0.863 -0.829 -0.801 -0.768
log_lik[309] 0.710 0.001 0.061 0.712 0.739 0.762 0.786
log_lik[310] 0.664 0.001 0.066 0.667 0.695 0.721 0.747
log_lik[311] 0.550 0.001 0.089 0.555 0.591 0.624 0.662
log_lik[312] 0.465 0.001 0.071 0.466 0.496 0.524 0.554
log_lik[313] 0.555 0.001 0.062 0.556 0.583 0.607 0.634
log_lik[314] 1.118 0.000 0.031 1.118 1.132 1.144 1.158
log_lik[315] 0.939 0.001 0.055 0.941 0.966 0.987 1.009
log_lik[316] 1.139 0.000 0.029 1.138 1.151 1.163 1.176
log_lik[317] 1.137 0.000 0.029 1.137 1.150 1.161 1.175
log_lik[318] 1.141 0.000 0.029 1.141 1.153 1.165 1.178
log_lik[319] -2.004 0.001 0.078 -2.004 -1.969 -1.939 -1.904
log_lik[320] 1.127 0.001 0.035 1.129 1.143 1.156 1.170
log_lik[321] 1.059 0.001 0.070 1.070 1.096 1.116 1.137
log_lik[322] 1.117 0.000 0.031 1.117 1.130 1.142 1.156
log_lik[323] 0.554 0.001 0.064 0.555 0.584 0.609 0.637
log_lik[324] 0.058 0.001 0.063 0.057 0.085 0.112 0.139
log_lik[325] -1.784 0.001 0.064 -1.784 -1.756 -1.731 -1.702
log_lik[326] 1.077 0.001 0.040 1.079 1.097 1.112 1.127
log_lik[327] -0.167 0.001 0.080 -0.167 -0.131 -0.100 -0.064
log_lik[328] -1.684 0.001 0.065 -1.684 -1.655 -1.630 -1.601
log_lik[329] 0.886 0.000 0.035 0.887 0.902 0.915 0.931
log_lik[330] 1.134 0.000 0.030 1.134 1.147 1.158 1.172
log_lik[331] -0.797 0.001 0.070 -0.797 -0.765 -0.737 -0.706
log_lik[332] 0.702 0.002 0.098 0.706 0.749 0.786 0.824
log_lik[333] -0.092 0.003 0.167 -0.094 -0.016 0.050 0.123
log_lik[334] -0.456 0.002 0.114 -0.457 -0.406 -0.363 -0.311
log_lik[335] 1.109 0.001 0.034 1.110 1.125 1.137 1.152
log_lik[336] 1.092 0.000 0.030 1.092 1.105 1.118 1.131
log_lik[337] 0.284 0.001 0.046 0.284 0.304 0.324 0.344
log_lik[338] 0.495 0.001 0.077 0.495 0.528 0.560 0.591
log_lik[339] 0.181 0.001 0.052 0.180 0.203 0.225 0.248
log_lik[340] 1.091 0.000 0.032 1.091 1.104 1.117 1.131
log_lik[341] 0.535 0.001 0.060 0.534 0.561 0.585 0.612
log_lik[342] 0.962 0.001 0.038 0.962 0.978 0.994 1.011
log_lik[343] 0.357 0.001 0.058 0.359 0.384 0.407 0.430
log_lik[344] 0.712 0.001 0.046 0.713 0.732 0.750 0.771
log_lik[345] 0.216 0.001 0.076 0.216 0.248 0.279 0.312
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log_lik[347] 0.970 0.001 0.041 0.970 0.988 1.005 1.021
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log_lik[428] 0.978 0.001 0.051 0.980 1.002 1.021 1.041
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log_lik[431] 0.688 0.001 0.071 0.689 0.721 0.748 0.779
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log_lik[439] 1.111 0.000 0.033 1.112 1.126 1.139 1.154
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log_lik[443] 1.101 0.000 0.034 1.101 1.116 1.129 1.144
log_lik[444] 0.378 0.001 0.059 0.379 0.405 0.429 0.452
log_lik[445] 0.847 0.001 0.048 0.848 0.869 0.888 0.908
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log_lik[524] 0.370 0.001 0.071 0.371 0.403 0.431 0.459
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log_lik[606] 1.127 0.001 0.036 1.130 1.144 1.156 1.170
log_lik[607] 1.130 0.000 0.033 1.131 1.145 1.158 1.171
log_lik[608] 1.023 0.001 0.064 1.029 1.056 1.079 1.100
log_lik[609] 0.842 0.001 0.095 0.848 0.887 0.923 0.958
log_lik[610] -2.033 0.002 0.119 -2.033 -1.983 -1.933 -1.880
log_lik[611] 0.834 0.001 0.102 0.841 0.884 0.921 0.958
log_lik[612] 0.791 0.002 0.108 0.796 0.844 0.882 0.923
log_lik[613] -2.988 0.002 0.134 -2.987 -2.929 -2.874 -2.816
log_lik[614] -4.117 0.003 0.175 -4.112 -4.034 -3.966 -3.898
log_lik[615] -0.963 0.002 0.101 -0.964 -0.919 -0.878 -0.836
log_lik[616] 0.428 0.003 0.218 0.434 0.532 0.619 0.707
log_lik[617] 0.495 0.003 0.206 0.506 0.596 0.672 0.752
log_lik[618] -2.429 0.002 0.128 -2.428 -2.371 -2.322 -2.267
log_lik[619] 1.136 0.000 0.030 1.137 1.150 1.162 1.175
log_lik[620] 1.104 0.000 0.032 1.104 1.117 1.130 1.145
log_lik[621] 0.115 0.002 0.129 0.114 0.174 0.224 0.279
log_lik[622] 0.924 0.001 0.041 0.924 0.943 0.959 0.975
log_lik[623] 1.107 0.001 0.038 1.108 1.124 1.138 1.155
log_lik[624] 0.769 0.001 0.096 0.773 0.815 0.849 0.890
log_lik[625] 1.124 0.000 0.031 1.124 1.137 1.149 1.163
log_lik[626] 1.054 0.001 0.049 1.057 1.078 1.096 1.114
log_lik[627] 0.981 0.001 0.039 0.982 0.999 1.014 1.030
log_lik[628] -1.041 0.001 0.078 -1.043 -1.007 -0.976 -0.939
log_lik[629] 0.859 0.001 0.076 0.862 0.896 0.923 0.953
log_lik[630] -1.018 0.002 0.146 -1.020 -0.955 -0.895 -0.830
log_lik[631] 0.106 0.001 0.069 0.106 0.136 0.164 0.194
log_lik[632] -1.658 0.001 0.065 -1.658 -1.630 -1.603 -1.575
log_lik[633] -0.860 0.001 0.083 -0.859 -0.823 -0.790 -0.756
log_lik[634] 0.597 0.001 0.054 0.599 0.622 0.643 0.665
log_lik[635] 0.168 0.001 0.094 0.168 0.208 0.246 0.287
log_lik[636] -2.657 0.001 0.084 -2.656 -2.620 -2.585 -2.548
log_lik[637] -0.133 0.001 0.062 -0.134 -0.105 -0.082 -0.053
log_lik[638] -1.131 0.003 0.211 -1.138 -1.040 -0.955 -0.858
log_lik[639] 0.513 0.001 0.043 0.514 0.533 0.549 0.566
log_lik[640] 1.129 0.001 0.035 1.130 1.144 1.157 1.172
log_lik[641] 0.271 0.001 0.045 0.272 0.291 0.310 0.329
log_lik[642] 0.055 0.001 0.063 0.057 0.083 0.108 0.135
log_lik[643] 0.871 0.001 0.050 0.872 0.893 0.913 0.934
log_lik[644] -0.234 0.001 0.086 -0.234 -0.196 -0.160 -0.125
log_lik[645] 0.738 0.000 0.033 0.738 0.753 0.766 0.780
log_lik[646] 0.131 0.001 0.053 0.131 0.155 0.176 0.200
log_lik[647] 0.030 0.001 0.069 0.029 0.059 0.086 0.118
log_lik[648] 1.115 0.000 0.033 1.116 1.130 1.143 1.157
log_lik[649] -0.737 0.001 0.078 -0.737 -0.702 -0.672 -0.637
log_lik[650] 0.824 0.000 0.032 0.824 0.838 0.851 0.864
log_lik[651] 0.715 0.001 0.097 0.720 0.763 0.797 0.837
log_lik[652] -0.099 0.001 0.070 -0.100 -0.068 -0.039 -0.009
log_lik[653] 0.228 0.001 0.071 0.228 0.260 0.289 0.319
log_lik[654] 0.536 0.001 0.051 0.536 0.559 0.579 0.601
log_lik[655] 0.743 0.000 0.035 0.743 0.758 0.771 0.787
log_lik[656] 0.277 0.001 0.049 0.278 0.299 0.317 0.338
log_lik[657] 1.112 0.000 0.029 1.112 1.124 1.136 1.149
log_lik[658] -0.221 0.001 0.051 -0.221 -0.199 -0.177 -0.154
log_lik[659] 0.703 0.000 0.034 0.703 0.717 0.731 0.746
log_lik[660] 0.075 0.001 0.086 0.077 0.114 0.150 0.186
log_lik[661] 0.842 0.001 0.053 0.843 0.867 0.887 0.908
log_lik[662] 0.931 0.001 0.067 0.936 0.964 0.988 1.014
log_lik[663] 0.751 0.000 0.032 0.751 0.765 0.777 0.792
log_lik[664] 0.893 0.001 0.059 0.894 0.920 0.944 0.967
log_lik[665] -0.253 0.001 0.065 -0.251 -0.224 -0.198 -0.171
log_lik[666] 0.609 0.000 0.036 0.609 0.625 0.639 0.656
log_lik[667] -1.605 0.001 0.063 -1.603 -1.577 -1.553 -1.526
log_lik[668] -0.453 0.001 0.064 -0.453 -0.424 -0.399 -0.372
log_lik[669] 0.683 0.001 0.061 0.685 0.711 0.735 0.760
log_lik[670] -0.048 0.001 0.062 -0.049 -0.020 0.004 0.032
log_lik[671] 1.141 0.000 0.029 1.141 1.153 1.165 1.178
log_lik[672] 0.975 0.000 0.029 0.975 0.988 1.000 1.012
log_lik[673] 0.854 0.001 0.037 0.855 0.870 0.885 0.900
log_lik[674] 1.140 0.000 0.029 1.140 1.152 1.164 1.177
log_lik[675] 0.898 0.001 0.038 0.899 0.915 0.930 0.947
log_lik[676] 0.998 0.000 0.029 0.997 1.010 1.022 1.035
log_lik[677] -0.377 0.001 0.069 -0.377 -0.346 -0.319 -0.289
log_lik[678] 0.615 0.001 0.045 0.615 0.635 0.653 0.673
log_lik[679] -0.368 0.001 0.056 -0.367 -0.343 -0.321 -0.298
log_lik[680] 1.063 0.000 0.032 1.064 1.077 1.090 1.104
log_lik[681] 1.044 0.000 0.029 1.044 1.056 1.069 1.082
log_lik[682] 1.102 0.000 0.029 1.101 1.114 1.126 1.140
log_lik[683] 0.870 0.000 0.030 0.871 0.884 0.895 0.909
log_lik[684] 0.975 0.001 0.062 0.979 1.006 1.029 1.052
log_lik[685] 0.217 0.001 0.048 0.218 0.239 0.259 0.279
log_lik[686] 0.823 0.000 0.031 0.823 0.837 0.849 0.863
log_lik[687] 0.939 0.001 0.038 0.940 0.956 0.971 0.988
log_lik[688] 0.053 0.001 0.057 0.053 0.078 0.101 0.125
log_lik[689] -0.787 0.001 0.061 -0.788 -0.760 -0.735 -0.707
log_lik[690] 0.228 0.002 0.095 0.231 0.272 0.308 0.347
log_lik[691] 0.763 0.001 0.059 0.765 0.792 0.814 0.838
log_lik[692] -0.351 0.001 0.059 -0.351 -0.325 -0.300 -0.274
log_lik[693] 0.077 0.001 0.069 0.077 0.108 0.136 0.165
log_lik[694] -0.188 0.001 0.061 -0.188 -0.160 -0.135 -0.109
log_lik[695] 0.816 0.000 0.037 0.816 0.833 0.847 0.863
log_lik[696] 1.134 0.000 0.029 1.134 1.147 1.158 1.172
log_lik[697] 0.812 0.001 0.043 0.813 0.832 0.848 0.867
log_lik[698] 0.060 0.001 0.062 0.060 0.088 0.112 0.138
log_lik[699] -2.476 0.002 0.138 -2.473 -2.413 -2.360 -2.301
log_lik[700] 0.376 0.001 0.045 0.377 0.397 0.415 0.434
log_lik[701] 1.129 0.000 0.029 1.128 1.141 1.153 1.166
log_lik[702] 0.886 0.001 0.037 0.886 0.903 0.918 0.934
log_lik[703] -0.128 0.001 0.063 -0.127 -0.100 -0.076 -0.048
log_lik[704] 0.397 0.001 0.047 0.398 0.419 0.438 0.458
log_lik[705] 1.121 0.000 0.029 1.121 1.134 1.146 1.159
log_lik[706] 0.701 0.001 0.044 0.702 0.721 0.740 0.758
log_lik[707] 1.135 0.000 0.030 1.135 1.148 1.159 1.173
log_lik[708] 1.140 0.000 0.029 1.141 1.153 1.165 1.178
log_lik[709] 1.020 0.000 0.033 1.021 1.035 1.048 1.062
log_lik[710] 0.234 0.001 0.061 0.235 0.262 0.287 0.312
log_lik[711] -0.538 0.001 0.083 -0.537 -0.501 -0.469 -0.430
log_lik[712] -0.092 0.001 0.062 -0.091 -0.065 -0.039 -0.016
log_lik[713] 0.051 0.001 0.068 0.050 0.082 0.109 0.139
log_lik[714] 1.009 0.000 0.030 1.009 1.023 1.035 1.048
log_lik[715] 1.038 0.000 0.032 1.038 1.053 1.065 1.078
log_lik[716] 0.110 0.001 0.052 0.111 0.134 0.155 0.177
log_lik[717] 1.135 0.000 0.030 1.135 1.148 1.160 1.173
log_lik[718] 0.135 0.001 0.059 0.135 0.163 0.186 0.211
log_lik[719] 1.031 0.001 0.038 1.032 1.050 1.064 1.079
log_lik[720] -1.768 0.001 0.078 -1.769 -1.733 -1.703 -1.668
log_lik[721] -0.294 0.001 0.093 -0.293 -0.251 -0.216 -0.175
log_lik[722] 0.156 0.002 0.109 0.156 0.205 0.248 0.295
log_lik[723] 1.141 0.000 0.029 1.141 1.154 1.166 1.179
log_lik[724] 1.139 0.000 0.029 1.138 1.151 1.163 1.176
log_lik[725] 1.139 0.000 0.029 1.139 1.152 1.164 1.178
log_lik[726] 0.054 0.001 0.091 0.055 0.096 0.131 0.169
log_lik[727] 0.726 0.001 0.051 0.727 0.749 0.769 0.790
log_lik[728] 1.126 0.000 0.029 1.127 1.139 1.151 1.164
log_lik[729] 0.993 0.000 0.034 0.993 1.008 1.022 1.037
log_lik[730] 1.072 0.000 0.033 1.072 1.087 1.100 1.114
log_lik[731] 1.141 0.000 0.029 1.141 1.153 1.165 1.178
log_lik[732] 0.421 0.001 0.070 0.423 0.453 0.479 0.508
log_lik[733] -3.523 0.001 0.105 -3.518 -3.474 -3.433 -3.390
log_lik[734] 0.668 0.002 0.115 0.673 0.723 0.766 0.813
log_lik[735] -0.689 0.001 0.059 -0.689 -0.663 -0.639 -0.614
log_lik[736] 0.981 0.000 0.029 0.981 0.994 1.006 1.019
log_lik[737] 0.754 0.001 0.063 0.755 0.783 0.807 0.834
log_lik[738] 1.131 0.000 0.029 1.131 1.144 1.155 1.169
log_lik[739] 0.976 0.001 0.037 0.977 0.993 1.008 1.023
log_lik[740] 0.542 0.001 0.056 0.544 0.567 0.589 0.613
log_lik[741] -1.117 0.001 0.082 -1.117 -1.080 -1.047 -1.013
log_lik[742] 1.130 0.000 0.030 1.129 1.143 1.155 1.168
log_lik[743] -1.535 0.001 0.060 -1.535 -1.509 -1.485 -1.458
log_lik[744] 1.137 0.000 0.030 1.137 1.150 1.162 1.176
log_lik[745] 0.661 0.001 0.052 0.663 0.685 0.705 0.727
log_lik[746] 0.914 0.001 0.041 0.914 0.932 0.949 0.967
log_lik[747] -0.599 0.001 0.072 -0.600 -0.568 -0.537 -0.506
log_lik[748] 0.917 0.001 0.040 0.917 0.935 0.950 0.967
log_lik[749] 1.130 0.000 0.029 1.130 1.142 1.154 1.168
log_lik[750] 0.647 0.000 0.037 0.648 0.664 0.678 0.694
log_lik[751] 1.030 0.000 0.031 1.029 1.043 1.056 1.070
log_lik[752] 1.033 0.000 0.029 1.033 1.046 1.057 1.070
log_lik[753] -0.714 0.001 0.059 -0.713 -0.689 -0.664 -0.638
log_lik[754] 0.658 0.002 0.099 0.659 0.705 0.742 0.784
log_lik[755] 0.884 0.000 0.033 0.885 0.899 0.911 0.925
log_lik[756] -1.435 0.001 0.072 -1.436 -1.404 -1.376 -1.343
log_lik[757] 1.132 0.000 0.030 1.132 1.146 1.157 1.170
log_lik[758] 1.139 0.000 0.029 1.139 1.152 1.164 1.176
log_lik[759] -0.254 0.001 0.063 -0.254 -0.227 -0.200 -0.174
log_lik[760] 0.014 0.001 0.064 0.015 0.043 0.068 0.096
log_lik[761] 1.111 0.000 0.030 1.111 1.124 1.136 1.150
log_lik[762] 0.601 0.001 0.087 0.604 0.641 0.675 0.709
log_lik[763] 1.007 0.000 0.035 1.007 1.023 1.036 1.051
log_lik[764] 1.106 0.000 0.029 1.105 1.118 1.130 1.144
log_lik[765] 1.043 0.000 0.035 1.043 1.058 1.072 1.088
log_lik[766] 0.030 0.001 0.064 0.031 0.060 0.085 0.112
log_lik[767] 0.912 0.001 0.055 0.915 0.939 0.959 0.982
log_lik[768] 0.396 0.001 0.043 0.396 0.415 0.432 0.451
log_lik[769] 1.023 0.000 0.029 1.023 1.036 1.047 1.060
log_lik[770] 0.316 0.001 0.049 0.317 0.338 0.357 0.378
log_lik[771] 0.637 0.001 0.054 0.637 0.662 0.683 0.706
log_lik[772] 1.090 0.000 0.030 1.090 1.102 1.114 1.128
log_lik[773] -0.107 0.001 0.056 -0.107 -0.082 -0.060 -0.035
log_lik[774] 0.951 0.001 0.039 0.952 0.970 0.985 1.002
log_lik[775] 0.874 0.001 0.043 0.875 0.894 0.911 0.929
log_lik[776] 0.568 0.001 0.052 0.568 0.592 0.613 0.635
log_lik[777] 0.247 0.001 0.072 0.248 0.280 0.309 0.341
log_lik[778] -1.045 0.001 0.060 -1.046 -1.019 -0.994 -0.966
log_lik[779] 0.316 0.001 0.086 0.316 0.355 0.389 0.424
log_lik[780] 1.130 0.000 0.031 1.131 1.144 1.156 1.169
log_lik[781] 0.996 0.000 0.032 0.996 1.010 1.022 1.036
log_lik[782] 0.916 0.000 0.032 0.916 0.930 0.943 0.958
log_lik[783] 0.852 0.001 0.050 0.853 0.875 0.896 0.917
log_lik[784] 0.710 0.001 0.050 0.712 0.734 0.752 0.772
log_lik[785] 1.087 0.000 0.030 1.087 1.100 1.112 1.125
log_lik[786] 0.666 0.001 0.056 0.667 0.692 0.714 0.738
log_lik[787] 0.830 0.001 0.043 0.830 0.850 0.867 0.885
log_lik[788] -1.794 0.001 0.081 -1.793 -1.759 -1.727 -1.691
log_lik[789] 0.301 0.001 0.055 0.301 0.326 0.348 0.371
log_lik[790] 0.956 0.000 0.032 0.957 0.971 0.983 0.996
log_lik[791] 1.139 0.000 0.029 1.139 1.152 1.164 1.177
log_lik[792] 1.014 0.000 0.033 1.014 1.028 1.041 1.057
log_lik[793] 1.107 0.000 0.031 1.107 1.121 1.134 1.148
log_lik[794] 0.953 0.001 0.040 0.954 0.971 0.987 1.003
log_lik[795] 0.860 0.001 0.052 0.861 0.884 0.904 0.927
log_lik[796] 0.678 0.001 0.059 0.679 0.705 0.727 0.753
log_lik[797] 0.895 0.001 0.054 0.897 0.920 0.941 0.964
log_lik[798] -0.511 0.001 0.096 -0.513 -0.467 -0.430 -0.386
log_lik[799] 1.094 0.000 0.032 1.094 1.108 1.120 1.134
log_lik[800] 0.349 0.001 0.047 0.349 0.370 0.390 0.410
log_lik[801] -1.419 0.001 0.060 -1.420 -1.394 -1.369 -1.341
log_lik[802] 0.678 0.001 0.046 0.679 0.700 0.718 0.737
log_lik[803] 1.060 0.000 0.033 1.060 1.074 1.088 1.103
log_lik[804] 0.852 0.001 0.039 0.852 0.869 0.885 0.902
log_lik[805] 1.071 0.000 0.032 1.072 1.085 1.098 1.112
log_lik[806] 1.076 0.001 0.037 1.077 1.093 1.108 1.122
log_lik[807] 1.141 0.000 0.029 1.141 1.153 1.165 1.178
log_lik[808] 1.137 0.000 0.029 1.137 1.150 1.162 1.175
log_lik[809] 0.574 0.001 0.055 0.575 0.599 0.620 0.645
log_lik[810] 1.045 0.000 0.032 1.046 1.060 1.072 1.086
log_lik[811] -0.506 0.001 0.081 -0.507 -0.470 -0.436 -0.400
log_lik[812] 0.501 0.001 0.046 0.502 0.522 0.540 0.561
log_lik[813] 0.656 0.001 0.050 0.657 0.679 0.698 0.719
log_lik[814] -0.354 0.001 0.071 -0.354 -0.322 -0.293 -0.264
log_lik[815] 0.755 0.001 0.046 0.756 0.776 0.794 0.813
log_lik[816] 0.878 0.001 0.039 0.878 0.895 0.910 0.928
log_lik[817] 1.062 0.001 0.044 1.063 1.083 1.098 1.116
log_lik[818] 1.100 0.000 0.030 1.099 1.113 1.125 1.139
log_lik[819] 0.342 0.001 0.053 0.343 0.366 0.387 0.410
log_lik[820] 0.417 0.001 0.052 0.416 0.441 0.462 0.483
log_lik[821] 0.789 0.001 0.065 0.790 0.819 0.845 0.872
log_lik[822] 0.981 0.000 0.034 0.981 0.996 1.010 1.025
log_lik[823] 0.049 0.001 0.059 0.049 0.076 0.099 0.123
log_lik[824] -0.196 0.001 0.067 -0.194 -0.166 -0.141 -0.111
log_lik[825] 1.124 0.000 0.030 1.124 1.137 1.148 1.162
log_lik[826] 0.472 0.001 0.048 0.473 0.495 0.514 0.533
log_lik[827] -1.262 0.001 0.067 -1.263 -1.234 -1.206 -1.175
log_lik[828] 0.021 0.001 0.057 0.020 0.046 0.070 0.093
log_lik[829] 0.914 0.000 0.037 0.914 0.930 0.945 0.960
log_lik[830] 1.041 0.000 0.033 1.041 1.056 1.069 1.083
log_lik[831] 0.706 0.001 0.040 0.706 0.724 0.739 0.756
log_lik[832] 1.019 0.001 0.042 1.021 1.039 1.055 1.072
log_lik[833] 0.933 0.000 0.032 0.933 0.947 0.960 0.974
log_lik[834] -0.942 0.001 0.061 -0.942 -0.916 -0.891 -0.863
log_lik[835] 1.097 0.001 0.035 1.097 1.112 1.126 1.141
log_lik[836] 1.024 0.000 0.031 1.024 1.037 1.050 1.064
log_lik[837] 0.046 0.001 0.081 0.046 0.083 0.114 0.149
log_lik[838] 0.241 0.001 0.050 0.242 0.263 0.283 0.304
log_lik[839] 0.837 0.000 0.036 0.837 0.853 0.867 0.883
log_lik[840] -2.418 0.001 0.076 -2.416 -2.383 -2.353 -2.321
log_lik[841] 0.757 0.001 0.081 0.760 0.796 0.825 0.859
log_lik[842] -1.639 0.002 0.111 -1.638 -1.590 -1.546 -1.497
log_lik[843] 0.244 0.002 0.098 0.244 0.289 0.330 0.368
log_lik[844] 0.427 0.001 0.074 0.429 0.460 0.490 0.521
log_lik[845] 0.630 0.001 0.073 0.631 0.665 0.692 0.724
log_lik[846] -0.043 0.001 0.066 -0.044 -0.014 0.014 0.042
log_lik[847] 1.016 0.001 0.050 1.017 1.040 1.060 1.078
log_lik[848] 0.762 0.000 0.035 0.762 0.778 0.792 0.807
log_lik[849] 0.851 0.000 0.030 0.851 0.864 0.876 0.890
log_lik[850] 0.656 0.001 0.045 0.657 0.677 0.694 0.712
log_lik[851] 0.940 0.001 0.049 0.942 0.963 0.982 1.001
log_lik[852] 1.065 0.001 0.036 1.065 1.081 1.095 1.110
log_lik[853] 0.616 0.000 0.035 0.617 0.632 0.646 0.662
log_lik[854] 1.141 0.000 0.029 1.141 1.153 1.165 1.178
log_lik[855] 1.115 0.000 0.029 1.115 1.127 1.139 1.151
log_lik[856] 0.783 0.001 0.046 0.784 0.804 0.821 0.839
log_lik[857] 1.015 0.001 0.040 1.016 1.033 1.049 1.065
log_lik[858] -0.917 0.001 0.097 -0.915 -0.875 -0.837 -0.794
log_lik[859] 0.848 0.001 0.062 0.850 0.877 0.901 0.926
log_lik[860] 1.104 0.000 0.030 1.104 1.118 1.130 1.144
log_lik[861] 1.132 0.000 0.030 1.132 1.145 1.157 1.170
log_lik[862] -0.048 0.001 0.077 -0.049 -0.014 0.016 0.051
log_lik[863] 0.397 0.001 0.056 0.397 0.422 0.445 0.469
log_lik[864] 1.134 0.000 0.029 1.134 1.146 1.158 1.172
log_lik[865] 1.135 0.000 0.031 1.135 1.148 1.160 1.174
log_lik[866] 0.026 0.001 0.069 0.026 0.057 0.085 0.113
log_lik[867] 0.518 0.001 0.068 0.518 0.548 0.575 0.604
log_lik[868] 0.010 0.001 0.081 0.009 0.046 0.079 0.113
log_lik[869] -0.280 0.001 0.064 -0.280 -0.251 -0.227 -0.196
log_lik[870] -3.187 0.001 0.095 -3.182 -3.144 -3.107 -3.067
log_lik[871] 1.129 0.000 0.030 1.129 1.142 1.154 1.168
log_lik[872] 1.138 0.000 0.029 1.138 1.150 1.162 1.176
log_lik[873] 0.243 0.001 0.045 0.242 0.262 0.281 0.300
log_lik[874] 0.374 0.001 0.048 0.376 0.396 0.415 0.433
log_lik[875] 1.140 0.000 0.029 1.140 1.152 1.164 1.177
log_lik[876] 0.588 0.001 0.044 0.589 0.608 0.625 0.644
log_lik[877] 1.135 0.000 0.029 1.135 1.147 1.159 1.173
log_lik[878] 1.004 0.000 0.028 1.004 1.016 1.027 1.040
log_lik[879] 0.919 0.000 0.036 0.920 0.936 0.950 0.965
log_lik[880] 0.551 0.001 0.040 0.552 0.569 0.584 0.602
log_lik[881] 1.138 0.000 0.029 1.138 1.151 1.163 1.176
log_lik[882] 0.668 0.001 0.042 0.667 0.686 0.704 0.722
log_lik[883] 1.015 0.000 0.031 1.015 1.028 1.040 1.054
log_lik[884] 0.153 0.001 0.051 0.152 0.176 0.195 0.220
log_lik[885] 1.087 0.001 0.040 1.088 1.106 1.121 1.137
log_lik[886] -0.322 0.001 0.060 -0.320 -0.295 -0.272 -0.248
log_lik[887] 0.827 0.000 0.032 0.827 0.841 0.854 0.869
log_lik[888] 1.141 0.000 0.029 1.141 1.154 1.166 1.179
log_lik[889] 0.978 0.000 0.030 0.978 0.991 1.003 1.017
log_lik[890] 1.104 0.000 0.033 1.104 1.118 1.132 1.146
log_lik[891] 0.252 0.001 0.060 0.253 0.279 0.303 0.327
log_lik[892] -0.406 0.001 0.058 -0.406 -0.381 -0.357 -0.332
log_lik[893] -2.235 0.001 0.083 -2.235 -2.198 -2.163 -2.129
log_lik[894] 1.085 0.000 0.033 1.086 1.100 1.113 1.128
log_lik[895] 1.112 0.000 0.029 1.112 1.125 1.137 1.150
log_lik[896] 0.766 0.001 0.050 0.766 0.788 0.807 0.829
log_lik[897] -0.234 0.001 0.060 -0.233 -0.206 -0.182 -0.159
log_lik[898] -0.179 0.001 0.074 -0.179 -0.146 -0.115 -0.084
log_lik[899] 0.500 0.001 0.044 0.501 0.519 0.537 0.556
log_lik[900] -0.041 0.001 0.064 -0.042 -0.012 0.014 0.041
log_lik[901] 0.972 0.001 0.041 0.973 0.990 1.006 1.024
log_lik[902] 0.704 0.001 0.052 0.706 0.727 0.748 0.768
log_lik[903] 1.003 0.000 0.035 1.003 1.019 1.032 1.048
log_lik[904] 1.137 0.000 0.029 1.137 1.150 1.162 1.175
log_lik[905] 1.115 0.000 0.031 1.116 1.129 1.141 1.155
log_lik[906] 1.108 0.001 0.033 1.109 1.123 1.136 1.150
log_lik[907] 1.025 0.000 0.034 1.026 1.041 1.054 1.069
log_lik[908] 0.482 0.001 0.061 0.483 0.510 0.533 0.559
log_lik[909] -0.217 0.001 0.074 -0.216 -0.183 -0.153 -0.122
log_lik[910] 0.715 0.001 0.047 0.715 0.737 0.754 0.774
log_lik[911] 1.054 0.000 0.032 1.054 1.068 1.081 1.095
log_lik[912] 0.882 0.001 0.048 0.883 0.904 0.922 0.941
log_lik[913] 0.553 0.001 0.052 0.554 0.577 0.597 0.620
log_lik[914] 1.129 0.000 0.032 1.130 1.143 1.156 1.169
log_lik[915] 0.519 0.001 0.059 0.521 0.547 0.570 0.594
log_lik[916] -0.154 0.001 0.068 -0.154 -0.123 -0.095 -0.067
log_lik[917] 0.619 0.001 0.044 0.619 0.639 0.656 0.676
log_lik[918] 1.092 0.000 0.030 1.092 1.105 1.117 1.131
log_lik[919] 0.998 0.000 0.033 0.999 1.013 1.026 1.041
log_lik[920] 0.632 0.001 0.058 0.634 0.658 0.681 0.706
log_lik[921] 0.070 0.001 0.064 0.071 0.099 0.124 0.151
log_lik[922] 0.813 0.001 0.043 0.814 0.834 0.850 0.869
log_lik[923] 0.801 0.001 0.060 0.802 0.828 0.853 0.879
log_lik[924] 0.948 0.001 0.043 0.950 0.969 0.984 1.002
log_lik[925] 0.245 0.001 0.058 0.245 0.272 0.294 0.319
log_lik[926] 0.112 0.001 0.057 0.112 0.137 0.160 0.185
log_lik[927] 1.103 0.000 0.032 1.103 1.116 1.129 1.143
log_lik[928] 0.835 0.000 0.038 0.835 0.852 0.868 0.884
log_lik[929] 1.118 0.000 0.031 1.118 1.131 1.143 1.157
log_lik[930] 1.057 0.001 0.053 1.062 1.084 1.103 1.121
log_lik[931] 0.999 0.000 0.034 1.000 1.015 1.028 1.044
log_lik[932] 0.381 0.001 0.055 0.383 0.407 0.428 0.452
log_lik[933] 0.975 0.000 0.033 0.976 0.990 1.003 1.017
log_lik[934] 0.742 0.001 0.047 0.743 0.764 0.782 0.801
log_lik[935] -1.090 0.001 0.069 -1.090 -1.060 -1.033 -1.001
log_lik[936] 0.644 0.001 0.082 0.647 0.682 0.713 0.748
log_lik[937] 1.084 0.000 0.032 1.084 1.098 1.111 1.125
log_lik[938] 1.126 0.000 0.030 1.126 1.138 1.150 1.164
log_lik[939] 1.129 0.000 0.031 1.130 1.143 1.155 1.169
log_lik[940] 1.080 0.000 0.034 1.081 1.096 1.109 1.124
log_lik[941] 1.128 0.000 0.030 1.128 1.141 1.153 1.166
log_lik[942] 1.016 0.000 0.032 1.017 1.031 1.043 1.057
log_lik[943] 0.812 0.001 0.053 0.813 0.837 0.859 0.879
log_lik[944] 1.084 0.000 0.032 1.084 1.098 1.111 1.125
log_lik[945] 0.161 0.001 0.087 0.163 0.200 0.235 0.271
log_lik[946] -0.866 0.001 0.070 -0.865 -0.834 -0.806 -0.776
log_lik[947] 0.880 0.001 0.048 0.881 0.902 0.921 0.941
log_lik[948] -2.123 0.001 0.070 -2.122 -2.092 -2.064 -2.035
log_lik[949] 1.100 0.001 0.037 1.101 1.117 1.131 1.145
log_lik[950] 1.133 0.000 0.030 1.133 1.146 1.158 1.171
log_lik[951] -0.299 0.001 0.092 -0.299 -0.259 -0.219 -0.179
log_lik[952] -0.927 0.001 0.091 -0.928 -0.886 -0.850 -0.811
log_lik[953] 1.122 0.001 0.038 1.125 1.139 1.153 1.167
log_lik[954] 1.124 0.000 0.032 1.125 1.139 1.151 1.166
log_lik[955] 0.044 0.001 0.072 0.043 0.076 0.108 0.136
log_lik[956] 1.044 0.001 0.048 1.047 1.067 1.085 1.102
log_lik[957] 1.137 0.000 0.030 1.137 1.150 1.162 1.175
log_lik[958] -0.585 0.001 0.082 -0.584 -0.549 -0.514 -0.479
log_lik[959] -0.440 0.001 0.071 -0.440 -0.409 -0.380 -0.347
log_lik[960] 0.170 0.001 0.066 0.172 0.202 0.227 0.253
log_lik[961] 0.673 0.001 0.068 0.675 0.704 0.732 0.758
log_lik[962] 1.118 0.000 0.030 1.118 1.131 1.143 1.158
log_lik[963] 1.089 0.000 0.035 1.090 1.105 1.119 1.134
log_lik[964] -0.191 0.001 0.069 -0.191 -0.159 -0.131 -0.102
log_lik[965] 0.931 0.001 0.050 0.933 0.954 0.974 0.996
log_lik[966] 0.883 0.000 0.037 0.883 0.899 0.915 0.930
log_lik[967] 0.765 0.001 0.048 0.765 0.787 0.805 0.825
log_lik[968] 0.601 0.001 0.051 0.602 0.625 0.644 0.665
log_lik[969] 1.136 0.000 0.029 1.136 1.149 1.161 1.174
log_lik[970] 0.949 0.001 0.038 0.950 0.966 0.981 0.997
log_lik[971] 0.578 0.001 0.065 0.580 0.608 0.633 0.659
log_lik[972] -1.064 0.001 0.062 -1.065 -1.037 -1.012 -0.983
log_lik[973] 0.034 0.001 0.055 0.034 0.059 0.081 0.104
log_lik[974] 1.062 0.001 0.039 1.062 1.079 1.094 1.111
log_lik[975] 1.083 0.000 0.029 1.083 1.095 1.107 1.121
log_lik[976] 1.081 0.001 0.042 1.083 1.100 1.117 1.133
log_lik[977] 1.133 0.000 0.030 1.132 1.145 1.157 1.171
log_lik[978] 0.919 0.000 0.035 0.919 0.934 0.948 0.963
log_lik[979] 0.734 0.001 0.072 0.734 0.766 0.795 0.825
log_lik[980] 1.103 0.000 0.029 1.104 1.116 1.127 1.141
log_lik[981] 1.098 0.000 0.031 1.098 1.111 1.124 1.138
log_lik[982] 1.057 0.001 0.041 1.059 1.076 1.093 1.108
log_lik[983] 0.644 0.000 0.035 0.644 0.660 0.674 0.689
log_lik[984] 0.229 0.001 0.044 0.229 0.249 0.267 0.286
log_lik[985] 0.757 0.001 0.048 0.757 0.779 0.797 0.818
log_lik[986] 1.085 0.000 0.030 1.085 1.098 1.110 1.123
log_lik[987] 0.871 0.000 0.032 0.871 0.885 0.898 0.912
log_lik[988] 1.124 0.000 0.030 1.124 1.137 1.150 1.163
log_lik[989] -3.250 0.001 0.110 -3.247 -3.201 -3.158 -3.109
log_lik[990] 0.898 0.001 0.049 0.900 0.920 0.939 0.960
log_lik[991] 0.946 0.001 0.052 0.947 0.969 0.990 1.011
log_lik[992] 0.957 0.000 0.030 0.957 0.970 0.983 0.997
log_lik[993] 0.855 0.000 0.035 0.855 0.870 0.884 0.899
log_lik[994] 0.519 0.001 0.047 0.519 0.541 0.560 0.579
log_lik[995] 0.687 0.001 0.044 0.688 0.707 0.724 0.742
log_lik[996] 1.080 0.000 0.034 1.080 1.095 1.108 1.123
log_lik[997] 1.136 0.000 0.029 1.136 1.149 1.161 1.174
log_lik[998] 1.110 0.000 0.029 1.110 1.122 1.134 1.148
log_lik[999] 1.140 0.000 0.029 1.140 1.153 1.165 1.177
log_lik[1000] 0.833 0.001 0.038 0.833 0.850 0.864 0.880
log_lik[1001] 1.052 0.001 0.036 1.053 1.069 1.082 1.098
log_lik[1002] -1.027 0.001 0.068 -1.026 -0.998 -0.970 -0.939
log_lik[1003] 1.122 0.000 0.030 1.122 1.135 1.147 1.160
log_lik[1004] 1.016 0.000 0.030 1.016 1.029 1.041 1.054
log_lik[1005] -0.454 0.001 0.063 -0.454 -0.427 -0.401 -0.373
log_lik[1006] 1.066 0.001 0.040 1.067 1.084 1.099 1.115
log_lik[1007] -0.070 0.001 0.088 -0.071 -0.031 0.006 0.043
log_lik[1008] 1.060 0.001 0.046 1.062 1.082 1.099 1.116
log_lik[1009] 0.324 0.001 0.044 0.324 0.343 0.361 0.379
log_lik[1010] 1.139 0.000 0.029 1.139 1.152 1.164 1.177
log_lik[1011] 0.487 0.001 0.038 0.487 0.504 0.519 0.537
log_lik[1012] 1.094 0.001 0.060 1.104 1.125 1.141 1.157
log_lik[1013] 1.035 0.000 0.030 1.034 1.048 1.060 1.073
log_lik[1014] 1.131 0.000 0.029 1.132 1.144 1.156 1.169
log_lik[1015] 0.068 0.001 0.049 0.068 0.091 0.111 0.132
log_lik[1016] 0.469 0.001 0.051 0.469 0.493 0.513 0.535
log_lik[1017] 1.130 0.000 0.029 1.131 1.143 1.155 1.168
log_lik[1018] -0.562 0.002 0.121 -0.562 -0.510 -0.462 -0.406
log_lik[1019] -0.326 0.002 0.152 -0.326 -0.257 -0.197 -0.130
log_lik[1020] 1.111 0.000 0.032 1.111 1.125 1.138 1.153
log_lik[1021] 0.069 0.001 0.055 0.069 0.094 0.116 0.140
log_lik[1022] 1.016 0.000 0.033 1.016 1.030 1.044 1.058
log_lik[1023] 1.032 0.000 0.032 1.032 1.047 1.059 1.073
log_lik[1024] 1.127 0.000 0.030 1.127 1.139 1.151 1.165
log_lik[1025] -2.005 0.001 0.069 -2.006 -1.976 -1.947 -1.917
log_lik[1026] 0.894 0.001 0.082 0.899 0.935 0.965 0.997
log_lik[1027] 1.140 0.000 0.029 1.140 1.153 1.165 1.178
log_lik[1028] 1.117 0.000 0.031 1.118 1.131 1.144 1.158
log_lik[1029] 0.794 0.001 0.060 0.796 0.822 0.845 0.870
log_lik[1030] 0.782 0.001 0.050 0.783 0.805 0.824 0.846
log_lik[1031] -0.297 0.001 0.057 -0.297 -0.271 -0.248 -0.223
log_lik[1032] 0.923 0.000 0.036 0.924 0.939 0.953 0.968
log_lik[1033] -1.259 0.001 0.072 -1.260 -1.228 -1.198 -1.168
log_lik[1034] 1.013 0.000 0.030 1.013 1.026 1.039 1.052
log_lik[1035] 1.121 0.000 0.029 1.121 1.133 1.145 1.159
log_lik[1036] 0.927 0.000 0.031 0.927 0.940 0.953 0.967
log_lik[1037] -0.851 0.001 0.059 -0.853 -0.825 -0.802 -0.776
log_lik[1038] 0.306 0.001 0.090 0.307 0.346 0.381 0.420
log_lik[1039] 0.488 0.001 0.049 0.488 0.510 0.529 0.551
log_lik[1040] 1.133 0.000 0.029 1.133 1.145 1.157 1.170
log_lik[1041] 0.850 0.000 0.035 0.850 0.865 0.879 0.894
log_lik[1042] 0.791 0.001 0.049 0.792 0.814 0.832 0.853
log_lik[1043] 0.610 0.001 0.039 0.610 0.628 0.643 0.660
log_lik[1044] 0.806 0.001 0.045 0.807 0.827 0.844 0.862
log_lik[1045] 1.117 0.001 0.035 1.118 1.134 1.146 1.161
log_lik[1046] 1.122 0.000 0.030 1.121 1.135 1.146 1.160
log_lik[1047] 0.889 0.001 0.048 0.892 0.912 0.931 0.950
log_lik[1048] 0.212 0.001 0.053 0.213 0.236 0.257 0.280
log_lik[1049] 1.123 0.000 0.030 1.123 1.136 1.148 1.162
log_lik[1050] 0.244 0.001 0.050 0.245 0.267 0.288 0.307
log_lik[1051] 1.112 0.000 0.030 1.112 1.125 1.137 1.151
log_lik[1052] 0.927 0.000 0.033 0.927 0.942 0.954 0.969
log_lik[1053] 1.040 0.000 0.032 1.040 1.054 1.068 1.082
log_lik[1054] 1.096 0.000 0.032 1.096 1.110 1.123 1.137
log_lik[1055] 1.092 0.000 0.030 1.093 1.105 1.118 1.131
log_lik[1056] 1.063 0.001 0.038 1.064 1.081 1.095 1.112
log_lik[1057] 1.077 0.001 0.035 1.077 1.093 1.106 1.122
log_lik[1058] 1.089 0.000 0.030 1.089 1.102 1.114 1.128
log_lik[1059] 0.557 0.001 0.046 0.559 0.578 0.595 0.616
log_lik[1060] -0.805 0.001 0.075 -0.806 -0.772 -0.740 -0.709
log_lik[1061] 1.098 0.000 0.033 1.099 1.113 1.126 1.140
log_lik[1062] -0.719 0.001 0.090 -0.720 -0.679 -0.642 -0.604
log_lik[1063] 0.438 0.001 0.054 0.440 0.463 0.484 0.508
log_lik[1064] 0.894 0.001 0.057 0.897 0.922 0.943 0.966
log_lik[1065] 0.071 0.001 0.060 0.072 0.099 0.121 0.147
log_lik[1066] 1.137 0.000 0.029 1.137 1.149 1.162 1.175
log_lik[1067] 0.496 0.001 0.053 0.497 0.521 0.541 0.563
log_lik[1068] 0.847 0.002 0.109 0.855 0.901 0.942 0.982
log_lik[1069] 1.015 0.000 0.032 1.015 1.029 1.042 1.058
log_lik[1070] 0.474 0.001 0.059 0.476 0.501 0.523 0.548
log_lik[1071] 0.456 0.001 0.058 0.458 0.484 0.506 0.530
log_lik[1072] 0.696 0.001 0.057 0.698 0.722 0.744 0.767
log_lik[1073] -0.777 0.001 0.065 -0.778 -0.749 -0.721 -0.693
log_lik[1074] 1.123 0.000 0.030 1.123 1.136 1.148 1.162
log_lik[1075] 0.687 0.001 0.064 0.688 0.716 0.741 0.769
log_lik[1076] 1.102 0.000 0.034 1.103 1.118 1.131 1.144
log_lik[1077] 0.921 0.001 0.039 0.922 0.939 0.955 0.972
log_lik[1078] 1.136 0.000 0.029 1.136 1.149 1.161 1.174
log_lik[1079] 0.205 0.001 0.070 0.206 0.238 0.264 0.293
log_lik[1080] -1.274 0.001 0.081 -1.273 -1.238 -1.208 -1.170
log_lik[1081] 1.140 0.000 0.029 1.140 1.153 1.164 1.178
log_lik[1082] 0.051 0.001 0.062 0.050 0.080 0.105 0.129
log_lik[1083] 0.366 0.001 0.085 0.367 0.404 0.437 0.472
log_lik[1084] 1.090 0.000 0.031 1.091 1.104 1.116 1.130
log_lik[1085] 0.795 0.001 0.044 0.796 0.816 0.833 0.851
log_lik[1086] 0.810 0.001 0.056 0.812 0.837 0.858 0.881
log_lik[1087] 0.820 0.001 0.043 0.821 0.840 0.857 0.876
log_lik[1088] 1.091 0.000 0.034 1.091 1.106 1.119 1.135
log_lik[1089] 1.091 0.001 0.034 1.092 1.107 1.120 1.134
log_lik[1090] 1.058 0.000 0.034 1.059 1.073 1.087 1.102
log_lik[1091] 0.001 0.002 0.109 0.001 0.050 0.096 0.143
log_lik[1092] 1.127 0.000 0.031 1.126 1.140 1.153 1.167
log_lik[1093] 0.827 0.001 0.051 0.829 0.851 0.870 0.891
log_lik[1094] 1.008 0.001 0.039 1.009 1.026 1.041 1.058
log_lik[1095] -1.649 0.002 0.108 -1.650 -1.600 -1.557 -1.511
log_lik[1096] 1.130 0.000 0.030 1.130 1.143 1.155 1.169
log_lik[1097] 0.357 0.003 0.228 0.362 0.463 0.557 0.649
log_lik[1098] 1.138 0.000 0.029 1.138 1.151 1.163 1.176
log_lik[1099] 0.858 0.001 0.041 0.859 0.877 0.893 0.910
log_lik[1100] 1.050 0.001 0.037 1.050 1.067 1.081 1.098
log_lik[1101] 1.140 0.000 0.029 1.140 1.153 1.164 1.178
log_lik[1102] 1.075 0.001 0.038 1.077 1.094 1.107 1.122
log_lik[1103] 0.766 0.001 0.051 0.767 0.789 0.810 0.830
log_lik[1104] 1.038 0.001 0.041 1.040 1.057 1.073 1.089
log_lik[1105] 0.936 0.001 0.043 0.937 0.957 0.972 0.991
log_lik[1106] 1.040 0.000 0.035 1.040 1.055 1.070 1.084
log_lik[1107] 1.137 0.000 0.030 1.137 1.150 1.162 1.176
log_lik[1108] 1.102 0.000 0.032 1.102 1.115 1.128 1.142
log_lik[1109] 0.990 0.000 0.036 0.990 1.005 1.020 1.036
log_lik[1110] 1.026 0.001 0.036 1.027 1.043 1.057 1.071
log_lik[1111] 0.816 0.001 0.044 0.816 0.836 0.853 0.872
log_lik[1112] 0.398 0.001 0.060 0.399 0.426 0.450 0.475
log_lik[1113] 1.059 0.000 0.033 1.059 1.074 1.087 1.102
log_lik[1114] 1.139 0.000 0.029 1.139 1.152 1.164 1.177
log_lik[1115] 0.547 0.001 0.055 0.547 0.571 0.593 0.618
log_lik[1116] 1.043 0.000 0.035 1.044 1.060 1.073 1.088
log_lik[1117] -0.680 0.001 0.080 -0.679 -0.644 -0.614 -0.578
log_lik[1118] 0.535 0.002 0.131 0.538 0.596 0.648 0.702
log_lik[1119] 1.007 0.001 0.063 1.012 1.039 1.062 1.084
log_lik[1120] 1.107 0.000 0.031 1.107 1.120 1.133 1.147
log_lik[1121] 1.131 0.000 0.031 1.131 1.145 1.157 1.171
log_lik[1122] 1.132 0.000 0.030 1.132 1.145 1.157 1.171
log_lik[1123] 1.131 0.000 0.030 1.131 1.144 1.156 1.169
log_lik[1124] -2.737 0.001 0.082 -2.735 -2.699 -2.665 -2.633
log_lik[1125] 0.181 0.001 0.082 0.182 0.217 0.251 0.285
log_lik[1126] 1.121 0.001 0.033 1.122 1.136 1.149 1.163
log_lik[1127] 1.117 0.000 0.032 1.117 1.131 1.143 1.157
log_lik[1128] 1.128 0.000 0.030 1.129 1.141 1.153 1.167
log_lik[1129] 0.906 0.000 0.035 0.907 0.923 0.936 0.950
log_lik[1130] 1.083 0.000 0.032 1.083 1.096 1.110 1.124
log_lik[1131] 0.996 0.001 0.040 0.996 1.014 1.029 1.047
log_lik[1132] 1.141 0.000 0.029 1.141 1.153 1.165 1.178
log_lik[1133] 0.938 0.001 0.053 0.940 0.963 0.982 1.004
log_lik[1134] 0.250 0.001 0.059 0.249 0.276 0.300 0.325
log_lik[1135] -0.020 0.001 0.068 -0.019 0.012 0.038 0.065
log_lik[1136] 1.111 0.000 0.030 1.111 1.124 1.136 1.148
log_lik[1137] 0.785 0.001 0.044 0.786 0.806 0.823 0.841
log_lik[1138] 1.104 0.000 0.030 1.105 1.117 1.129 1.142
log_lik[1139] 1.049 0.000 0.031 1.050 1.064 1.076 1.089
log_lik[1140] 0.937 0.001 0.042 0.938 0.957 0.973 0.990
log_lik[1141] 1.136 0.000 0.030 1.136 1.149 1.161 1.175
log_lik[1142] 1.097 0.000 0.031 1.097 1.110 1.124 1.137
log_lik[1143] 0.264 0.001 0.083 0.265 0.301 0.333 0.369
log_lik[1144] 1.133 0.000 0.030 1.133 1.146 1.158 1.171
log_lik[1145] 0.330 0.001 0.065 0.331 0.360 0.385 0.413
log_lik[1146] 0.527 0.001 0.064 0.528 0.556 0.582 0.609
log_lik[1147] -1.321 0.001 0.073 -1.322 -1.290 -1.260 -1.226
log_lik[1148] -1.516 0.001 0.070 -1.517 -1.486 -1.457 -1.425
log_lik[1149] 1.133 0.000 0.030 1.134 1.146 1.159 1.172
log_lik[1150] 1.140 0.000 0.029 1.140 1.153 1.165 1.178
log_lik[1151] 1.101 0.000 0.029 1.101 1.113 1.125 1.138
log_lik[1152] 1.044 0.000 0.030 1.044 1.057 1.069 1.083
log_lik[1153] 0.940 0.000 0.031 0.940 0.953 0.965 0.979
log_lik[1154] 1.008 0.000 0.030 1.009 1.022 1.034 1.047
log_lik[1155] -3.610 0.002 0.150 -3.608 -3.543 -3.484 -3.420
log_lik[1156] 1.109 0.001 0.037 1.111 1.127 1.140 1.154
log_lik[1157] 1.120 0.000 0.029 1.121 1.133 1.145 1.157
log_lik[1158] 1.063 0.000 0.034 1.064 1.078 1.091 1.106
log_lik[1159] 1.133 0.000 0.029 1.134 1.146 1.157 1.171
log_lik[1160] 1.033 0.000 0.031 1.033 1.047 1.059 1.072
log_lik[1161] 0.882 0.000 0.035 0.882 0.898 0.911 0.928
log_lik[1162] 1.025 0.000 0.029 1.025 1.038 1.049 1.063
log_lik[1163] 0.904 0.000 0.035 0.905 0.920 0.934 0.949
log_lik[1164] 0.896 0.001 0.044 0.898 0.917 0.934 0.951
log_lik[1165] 1.134 0.000 0.029 1.134 1.147 1.159 1.172
log_lik[1166] 1.120 0.000 0.029 1.120 1.133 1.145 1.158
log_lik[1167] 0.970 0.001 0.040 0.969 0.987 1.003 1.021
log_lik[1168] 1.091 0.000 0.029 1.091 1.103 1.115 1.127
log_lik[1169] 0.599 0.001 0.038 0.599 0.617 0.631 0.649
log_lik[1170] 1.036 0.001 0.041 1.037 1.055 1.071 1.088
log_lik[1171] 0.037 0.001 0.084 0.036 0.074 0.111 0.146
log_lik[1172] 0.138 0.001 0.072 0.139 0.171 0.200 0.231
log_lik[1173] 0.288 0.001 0.053 0.288 0.311 0.333 0.354
log_lik[1174] 1.011 0.000 0.030 1.010 1.024 1.036 1.050
log_lik[1175] 0.883 0.001 0.037 0.884 0.900 0.914 0.930
log_lik[1176] 0.958 0.001 0.037 0.959 0.975 0.989 1.006
log_lik[1177] 1.117 0.000 0.030 1.117 1.130 1.142 1.156
log_lik[1178] 1.132 0.000 0.032 1.132 1.146 1.159 1.172
log_lik[1179] -1.387 0.001 0.071 -1.388 -1.356 -1.327 -1.297
log_lik[1180] 0.950 0.001 0.039 0.951 0.967 0.983 1.000
log_lik[1181] 1.126 0.000 0.029 1.126 1.138 1.150 1.163
log_lik[1182] 1.063 0.000 0.032 1.064 1.078 1.091 1.104
log_lik[1183] 0.770 0.001 0.044 0.771 0.791 0.807 0.826
log_lik[1184] 0.215 0.001 0.063 0.216 0.244 0.270 0.296
log_lik[1185] 1.138 0.000 0.029 1.138 1.151 1.163 1.176
log_lik[1186] 0.972 0.001 0.045 0.974 0.993 1.010 1.028
log_lik[1187] 1.093 0.000 0.030 1.092 1.106 1.118 1.132
log_lik[1188] 1.121 0.000 0.031 1.121 1.136 1.148 1.162
log_lik[1189] 0.849 0.001 0.040 0.850 0.867 0.883 0.900
log_lik[1190] 1.096 0.000 0.030 1.096 1.108 1.120 1.134
log_lik[1191] 0.973 0.000 0.035 0.973 0.988 1.003 1.019
log_lik[1192] 0.941 0.000 0.035 0.941 0.957 0.971 0.986
log_lik[1193] 0.520 0.001 0.046 0.520 0.541 0.559 0.578
log_lik[1194] -0.531 0.001 0.065 -0.531 -0.502 -0.476 -0.449
log_lik[1195] 0.697 0.000 0.038 0.697 0.714 0.729 0.745
log_lik[1196] 1.039 0.001 0.045 1.041 1.061 1.078 1.096
log_lik[1197] 1.029 0.000 0.030 1.029 1.042 1.053 1.067
log_lik[1198] 0.989 0.000 0.028 0.989 1.001 1.013 1.026
log_lik[1199] 0.904 0.000 0.035 0.904 0.919 0.934 0.951
log_lik[1200] 0.755 0.000 0.034 0.755 0.770 0.783 0.798
log_lik[1201] 0.373 0.001 0.055 0.372 0.397 0.420 0.443
log_lik[1202] 1.087 0.000 0.029 1.087 1.099 1.111 1.124
log_lik[1203] 1.141 0.000 0.029 1.141 1.154 1.165 1.179
log_lik[1204] 1.116 0.000 0.029 1.116 1.128 1.140 1.154
log_lik[1205] 1.053 0.000 0.030 1.052 1.066 1.078 1.092
log_lik[1206] 1.081 0.000 0.032 1.081 1.095 1.107 1.121
log_lik[1207] 1.026 0.000 0.029 1.026 1.038 1.050 1.064
log_lik[1208] 0.878 0.000 0.030 0.878 0.892 0.903 0.917
log_lik[1209] -0.272 0.001 0.058 -0.272 -0.246 -0.222 -0.198
log_lik[1210] 0.877 0.000 0.030 0.878 0.891 0.903 0.916
log_lik[1211] 0.745 0.001 0.041 0.745 0.764 0.780 0.796
log_lik[1212] 0.840 0.001 0.055 0.842 0.866 0.887 0.909
log_lik[1213] 1.075 0.000 0.031 1.076 1.089 1.101 1.115
log_lik[1214] 1.137 0.000 0.029 1.137 1.149 1.161 1.174
log_lik[1215] 0.745 0.001 0.076 0.748 0.782 0.809 0.841
log_lik[1216] 0.342 0.001 0.061 0.343 0.370 0.394 0.420
log_lik[1217] 1.130 0.000 0.030 1.130 1.143 1.156 1.169
log_lik[1218] 1.123 0.000 0.029 1.123 1.135 1.147 1.160
log_lik[1219] 0.739 0.001 0.098 0.742 0.784 0.824 0.864
log_lik[1220] -0.987 0.001 0.083 -0.988 -0.951 -0.915 -0.878
log_lik[1221] 0.676 0.001 0.076 0.678 0.711 0.741 0.771
log_lik[1222] -1.391 0.001 0.089 -1.390 -1.351 -1.318 -1.280
log_lik[1223] 0.845 0.001 0.039 0.845 0.863 0.878 0.895
log_lik[1224] 0.639 0.001 0.043 0.640 0.659 0.676 0.694
log_lik[1225] 1.123 0.000 0.030 1.123 1.136 1.148 1.162
log_lik[1226] -0.561 0.001 0.059 -0.562 -0.534 -0.511 -0.485
log_lik[1227] 0.974 0.000 0.033 0.974 0.988 1.001 1.017
log_lik[1228] 0.677 0.000 0.037 0.678 0.694 0.709 0.725
log_lik[1229] 0.899 0.000 0.033 0.899 0.914 0.927 0.941
log_lik[1230] 0.906 0.001 0.043 0.908 0.926 0.943 0.960
log_lik[1231] 1.126 0.000 0.030 1.126 1.139 1.151 1.165
log_lik[1232] -0.008 0.001 0.061 -0.008 0.019 0.043 0.069
log_lik[1233] 1.079 0.001 0.035 1.080 1.096 1.109 1.123
log_lik[1234] 0.831 0.001 0.052 0.832 0.854 0.875 0.897
log_lik[1235] 0.986 0.001 0.040 0.988 1.006 1.020 1.037
log_lik[1236] 1.123 0.000 0.030 1.123 1.136 1.148 1.162
log_lik[1237] 1.022 0.000 0.034 1.023 1.038 1.051 1.067
log_lik[1238] 0.222 0.002 0.108 0.223 0.272 0.314 0.358
log_lik[1239] 0.337 0.001 0.086 0.339 0.375 0.410 0.446
log_lik[1240] 0.244 0.001 0.069 0.245 0.276 0.303 0.332
log_lik[1241] 1.132 0.000 0.030 1.132 1.145 1.157 1.171
log_lik[1242] 1.064 0.000 0.031 1.064 1.078 1.090 1.104
log_lik[1243] -0.242 0.001 0.061 -0.242 -0.214 -0.190 -0.164
log_lik[1244] 1.116 0.000 0.031 1.116 1.130 1.142 1.155
log_lik[1245] 0.855 0.001 0.044 0.857 0.876 0.893 0.912
log_lik[1246] 0.811 0.001 0.069 0.813 0.843 0.869 0.899
log_lik[1247] 1.067 0.000 0.036 1.068 1.083 1.098 1.113
log_lik[1248] 0.560 0.001 0.063 0.560 0.589 0.613 0.639
log_lik[1249] -0.302 0.001 0.076 -0.302 -0.267 -0.237 -0.205
log_lik[1250] 0.483 0.001 0.059 0.484 0.511 0.533 0.558
log_lik[1251] 0.819 0.001 0.045 0.820 0.841 0.858 0.876
log_lik[1252] 0.882 0.001 0.051 0.883 0.906 0.925 0.946
log_lik[1253] 1.129 0.000 0.030 1.129 1.142 1.154 1.168
log_lik[1254] 0.332 0.001 0.059 0.333 0.360 0.382 0.407
log_lik[1255] 0.806 0.001 0.058 0.807 0.832 0.855 0.881
log_lik[1256] -0.874 0.001 0.078 -0.874 -0.840 -0.809 -0.773
log_lik[1257] 0.797 0.001 0.042 0.798 0.817 0.833 0.849
log_lik[1258] 0.722 0.001 0.045 0.722 0.743 0.761 0.780
log_lik[1259] 1.140 0.000 0.029 1.139 1.152 1.164 1.177
log_lik[1260] 0.485 0.001 0.049 0.486 0.508 0.527 0.547
log_lik[1261] -1.071 0.001 0.081 -1.072 -1.035 -1.003 -0.966
log_lik[1262] -0.741 0.001 0.078 -0.742 -0.708 -0.674 -0.640
log_lik[1263] 0.571 0.001 0.066 0.572 0.600 0.626 0.654
log_lik[1264] 1.090 0.000 0.034 1.091 1.106 1.119 1.132
log_lik[1265] 1.131 0.000 0.030 1.131 1.143 1.155 1.169
log_lik[1266] 0.913 0.001 0.042 0.914 0.932 0.949 0.966
log_lik[1267] 0.084 0.002 0.113 0.086 0.136 0.180 0.228
log_lik[1268] 1.028 0.000 0.035 1.028 1.044 1.058 1.073
log_lik[1269] 1.080 0.000 0.031 1.081 1.094 1.106 1.121
log_lik[1270] -0.840 0.001 0.078 -0.842 -0.806 -0.774 -0.740
log_lik[1271] 1.049 0.000 0.034 1.049 1.064 1.078 1.092
log_lik[1272] 0.921 0.001 0.039 0.921 0.939 0.954 0.971
log_lik[1273] 1.055 0.000 0.031 1.055 1.068 1.081 1.096
log_lik[1274] 1.094 0.000 0.033 1.094 1.109 1.122 1.137
log_lik[1275] 0.974 0.000 0.036 0.975 0.990 1.004 1.019
log_lik[1276] 0.636 0.001 0.045 0.637 0.657 0.674 0.693
log_lik[1277] 1.088 0.000 0.031 1.088 1.102 1.114 1.128
log_lik[1278] 0.464 0.001 0.051 0.464 0.487 0.507 0.530
log_lik[1279] 0.873 0.001 0.054 0.875 0.898 0.919 0.941
log_lik[1280] 0.351 0.001 0.076 0.351 0.385 0.416 0.449
log_lik[1281] 0.632 0.001 0.067 0.634 0.664 0.690 0.718
log_lik[1282] 0.052 0.002 0.100 0.054 0.097 0.136 0.179
log_lik[1283] 0.736 0.001 0.060 0.737 0.764 0.788 0.812
log_lik[1284] 0.874 0.001 0.061 0.875 0.901 0.925 0.949
log_lik[1285] -0.923 0.001 0.069 -0.922 -0.891 -0.864 -0.836
log_lik[1286] 0.678 0.001 0.058 0.679 0.706 0.727 0.751
log_lik[1287] 1.112 0.000 0.032 1.111 1.126 1.139 1.153
log_lik[1288] 0.164 0.002 0.102 0.166 0.209 0.249 0.293
log_lik[1289] 0.764 0.001 0.054 0.765 0.789 0.810 0.834
log_lik[1290] 1.109 0.000 0.032 1.108 1.123 1.135 1.151
log_lik[1291] 0.035 0.001 0.065 0.036 0.065 0.090 0.119
log_lik[1292] 0.814 0.001 0.046 0.814 0.835 0.853 0.872
log_lik[1293] 0.340 0.001 0.072 0.341 0.373 0.402 0.433
log_lik[1294] 1.025 0.001 0.052 1.027 1.050 1.070 1.090
log_lik[1295] 0.650 0.001 0.052 0.651 0.675 0.694 0.715
log_lik[1296] 1.140 0.000 0.029 1.140 1.152 1.164 1.177
log_lik[1297] 0.497 0.001 0.058 0.498 0.524 0.546 0.571
log_lik[1298] 0.468 0.001 0.067 0.469 0.499 0.526 0.555
log_lik[1299] 0.234 0.001 0.069 0.234 0.265 0.293 0.321
log_lik[1300] 1.120 0.000 0.032 1.120 1.134 1.146 1.161
log_lik[1301] 0.673 0.001 0.055 0.675 0.698 0.720 0.743
log_lik[1302] 1.086 0.001 0.036 1.087 1.102 1.116 1.131
log_lik[1303] 0.951 0.001 0.041 0.953 0.970 0.986 1.004
log_lik[1304] 1.108 0.000 0.032 1.108 1.122 1.135 1.150
log_lik[1305] 0.846 0.001 0.046 0.847 0.867 0.885 0.905
log_lik[1306] 1.051 0.001 0.058 1.056 1.080 1.099 1.119
log_lik[1307] 1.090 0.001 0.040 1.091 1.108 1.124 1.140
log_lik[1308] 0.893 0.001 0.054 0.894 0.919 0.939 0.961
log_lik[1309] 0.123 0.001 0.072 0.125 0.157 0.184 0.214
log_lik[1310] 0.747 0.001 0.067 0.748 0.777 0.805 0.834
log_lik[1311] 1.123 0.001 0.036 1.125 1.140 1.153 1.167
log_lik[1312] 1.064 0.001 0.036 1.065 1.080 1.094 1.108
log_lik[1313] 0.595 0.001 0.058 0.597 0.622 0.645 0.669
log_lik[1314] 0.634 0.001 0.085 0.636 0.674 0.707 0.744
log_lik[1315] 0.962 0.001 0.040 0.962 0.979 0.996 1.013
log_lik[1316] 0.620 0.001 0.057 0.620 0.646 0.668 0.693
log_lik[1317] 1.110 0.001 0.038 1.113 1.128 1.142 1.156
log_lik[1318] 0.947 0.001 0.040 0.948 0.966 0.981 0.998
log_lik[1319] 0.232 0.001 0.055 0.232 0.256 0.279 0.302
log_lik[1320] -0.049 0.001 0.071 -0.049 -0.018 0.010 0.043
log_lik[1321] 0.529 0.001 0.048 0.529 0.551 0.570 0.590
log_lik[1322] 1.134 0.000 0.029 1.134 1.146 1.158 1.172
log_lik[1323] 0.625 0.001 0.042 0.625 0.644 0.660 0.679
log_lik[1324] 0.429 0.001 0.051 0.429 0.451 0.472 0.493
log_lik[1325] 0.089 0.001 0.054 0.090 0.114 0.135 0.157
log_lik[1326] 1.122 0.000 0.029 1.122 1.134 1.146 1.160
log_lik[1327] 0.962 0.000 0.033 0.963 0.977 0.990 1.005
log_lik[1328] 0.396 0.001 0.069 0.396 0.427 0.455 0.484
log_lik[1329] 0.979 0.000 0.034 0.980 0.994 1.007 1.022
log_lik[1330] 0.779 0.001 0.044 0.780 0.800 0.817 0.834
log_lik[1331] 0.899 0.001 0.044 0.900 0.920 0.937 0.954
log_lik[1332] 1.084 0.000 0.034 1.084 1.099 1.113 1.128
log_lik[1333] 1.140 0.000 0.029 1.140 1.153 1.165 1.178
log_lik[1334] 1.007 0.001 0.040 1.008 1.026 1.042 1.058
log_lik[1335] -1.641 0.001 0.066 -1.641 -1.612 -1.587 -1.558
log_lik[1336] 1.020 0.001 0.047 1.022 1.043 1.060 1.079
log_lik[1337] 0.285 0.001 0.064 0.286 0.315 0.339 0.364
log_lik[1338] 1.135 0.000 0.030 1.135 1.148 1.159 1.172
log_lik[1339] 0.685 0.001 0.055 0.687 0.711 0.732 0.755
log_lik[1340] 1.121 0.000 0.031 1.121 1.135 1.147 1.161
log_lik[1341] 0.333 0.001 0.057 0.334 0.360 0.383 0.407
log_lik[1342] 0.831 0.002 0.103 0.836 0.881 0.919 0.959
log_lik[1343] 0.782 0.001 0.059 0.783 0.809 0.832 0.859
log_lik[1344] 0.894 0.001 0.051 0.896 0.919 0.938 0.958
log_lik[1345] 1.115 0.000 0.030 1.115 1.127 1.139 1.153
log_lik[1346] 0.789 0.001 0.045 0.790 0.810 0.827 0.845
log_lik[1347] 0.784 0.001 0.040 0.785 0.802 0.818 0.835
log_lik[1348] 0.785 0.001 0.040 0.785 0.803 0.819 0.836
log_lik[1349] 0.187 0.001 0.064 0.188 0.217 0.240 0.269
log_lik[1350] 1.126 0.000 0.030 1.125 1.138 1.150 1.164
log_lik[1351] 1.105 0.000 0.029 1.105 1.118 1.130 1.143
log_lik[1352] 1.140 0.000 0.029 1.140 1.153 1.165 1.178
log_lik[1353] 1.113 0.000 0.031 1.113 1.125 1.138 1.152
log_lik[1354] 1.037 0.000 0.031 1.037 1.051 1.063 1.076
log_lik[1355] 1.025 0.001 0.043 1.026 1.044 1.061 1.080
log_lik[1356] 1.140 0.000 0.029 1.140 1.153 1.165 1.177
log_lik[1357] 0.648 0.001 0.046 0.650 0.669 0.687 0.707
log_lik[1358] -1.282 0.001 0.062 -1.282 -1.255 -1.230 -1.200
log_lik[1359] 0.842 0.001 0.047 0.844 0.864 0.883 0.901
log_lik[1360] 0.201 0.001 0.060 0.201 0.229 0.252 0.278
log_lik[1361] -0.520 0.001 0.065 -0.522 -0.491 -0.464 -0.437
log_lik[1362] 0.575 0.001 0.060 0.577 0.603 0.628 0.651
log_lik[1363] 0.957 0.001 0.041 0.958 0.976 0.993 1.010
log_lik[1364] 0.728 0.001 0.063 0.730 0.759 0.781 0.807
log_lik[1365] -1.871 0.001 0.069 -1.870 -1.840 -1.813 -1.782
log_lik[1366] 1.139 0.000 0.029 1.139 1.152 1.164 1.177
log_lik[1367] 0.944 0.001 0.047 0.946 0.966 0.984 1.003
log_lik[1368] 0.949 0.001 0.042 0.951 0.968 0.985 1.003
log_lik[1369] 1.091 0.000 0.033 1.091 1.106 1.119 1.134
log_lik[1370] 0.762 0.001 0.066 0.764 0.793 0.820 0.847
log_lik[1371] -0.484 0.001 0.081 -0.485 -0.448 -0.414 -0.381
log_lik[1372] 0.989 0.001 0.044 0.990 1.009 1.026 1.044
log_lik[1373] -0.192 0.001 0.078 -0.191 -0.156 -0.126 -0.093
log_lik[1374] 1.130 0.000 0.030 1.130 1.143 1.155 1.168
log_lik[1375] 0.738 0.001 0.051 0.739 0.761 0.781 0.803
log_lik[1376] 0.782 0.001 0.054 0.783 0.808 0.829 0.852
log_lik[1377] 0.964 0.001 0.041 0.964 0.982 0.999 1.017
log_lik[1378] 0.773 0.001 0.054 0.775 0.798 0.819 0.842
log_lik[1379] 1.138 0.000 0.029 1.138 1.151 1.163 1.176
log_lik[1380] 0.946 0.001 0.054 0.947 0.971 0.991 1.013
log_lik[1381] 0.464 0.001 0.071 0.465 0.496 0.524 0.555
log_lik[1382] 0.184 0.001 0.066 0.186 0.214 0.240 0.268
log_lik[1383] 0.871 0.001 0.058 0.873 0.898 0.920 0.945
log_lik[1384] 1.135 0.000 0.030 1.135 1.148 1.160 1.173
log_lik[1385] 1.064 0.001 0.039 1.064 1.081 1.097 1.112
log_lik[1386] 0.405 0.001 0.058 0.404 0.432 0.454 0.478
log_lik[1387] 1.013 0.000 0.037 1.014 1.030 1.044 1.059
log_lik[1388] 1.084 0.000 0.033 1.084 1.098 1.112 1.126
log_lik[1389] 1.007 0.001 0.046 1.009 1.029 1.047 1.065
log_lik[1390] 1.125 0.000 0.030 1.125 1.138 1.150 1.164
log_lik[1391] 1.116 0.000 0.031 1.116 1.130 1.143 1.157
log_lik[1392] 1.115 0.000 0.031 1.115 1.129 1.141 1.154
log_lik[1393] 1.133 0.000 0.030 1.133 1.146 1.158 1.172
log_lik[1394] 0.517 0.001 0.064 0.518 0.546 0.572 0.600
log_lik[1395] 0.777 0.001 0.052 0.778 0.801 0.821 0.843
log_lik[1396] -0.199 0.001 0.088 -0.199 -0.159 -0.126 -0.088
log_lik[1397] -0.098 0.001 0.074 -0.097 -0.065 -0.036 -0.004
log_lik[1398] -0.471 0.001 0.069 -0.472 -0.439 -0.411 -0.383
log_lik[1399] -1.822 0.001 0.102 -1.824 -1.778 -1.738 -1.690
log_lik[1400] 0.730 0.001 0.056 0.731 0.756 0.778 0.801
log_lik[1401] -0.926 0.001 0.074 -0.927 -0.892 -0.864 -0.830
log_lik[1402] 0.955 0.001 0.048 0.956 0.977 0.995 1.015
log_lik[1403] -0.202 0.001 0.057 -0.203 -0.176 -0.153 -0.127
log_lik[1404] 0.819 0.001 0.045 0.819 0.840 0.857 0.878
log_lik[1405] 1.125 0.000 0.031 1.125 1.138 1.151 1.164
log_lik[1406] 0.974 0.001 0.042 0.975 0.993 1.010 1.027
log_lik[1407] 0.843 0.001 0.042 0.844 0.863 0.878 0.897
log_lik[1408] 1.139 0.000 0.029 1.139 1.152 1.163 1.177
log_lik[1409] 1.075 0.000 0.035 1.076 1.091 1.104 1.118
log_lik[1410] -1.837 0.001 0.072 -1.837 -1.804 -1.776 -1.745
log_lik[1411] 1.138 0.000 0.030 1.138 1.151 1.162 1.176
log_lik[1412] -0.104 0.001 0.077 -0.105 -0.069 -0.037 -0.004
log_lik[1413] -1.097 0.001 0.059 -1.097 -1.071 -1.047 -1.020
log_lik[1414] 0.060 0.003 0.167 0.062 0.132 0.201 0.273
log_lik[1415] -3.566 0.002 0.125 -3.563 -3.510 -3.459 -3.408
log_lik[1416] -0.721 0.001 0.073 -0.721 -0.688 -0.659 -0.626
log_lik[1417] -0.314 0.001 0.060 -0.312 -0.287 -0.264 -0.237
log_lik[1418] 0.842 0.001 0.071 0.846 0.875 0.901 0.930
log_lik[1419] -2.419 0.002 0.115 -2.420 -2.368 -2.319 -2.272
log_lik[1420] 1.108 0.001 0.041 1.111 1.127 1.142 1.157
log_lik[1421] -0.533 0.001 0.066 -0.532 -0.503 -0.478 -0.449
log_lik[1422] 0.602 0.001 0.070 0.605 0.634 0.660 0.690
log_lik[1423] -0.805 0.001 0.087 -0.805 -0.767 -0.732 -0.694
log_lik[1424] -6.610 0.004 0.254 -6.600 -6.491 -6.398 -6.290
log_lik[1425] -3.967 0.003 0.173 -3.965 -3.888 -3.823 -3.746
log_lik[1426] -0.299 0.002 0.106 -0.298 -0.251 -0.210 -0.165
log_lik[1427] 0.776 0.003 0.211 0.802 0.892 0.961 1.028
log_lik[1428] -0.996 0.003 0.205 -0.997 -0.907 -0.823 -0.735
log_lik[1429] 0.753 0.001 0.093 0.757 0.795 0.830 0.870
log_lik[1430] 0.709 0.001 0.072 0.711 0.743 0.771 0.802
log_lik[1431] -0.149 0.002 0.146 -0.145 -0.086 -0.025 0.035
log_lik[1432] 0.638 0.002 0.170 0.649 0.720 0.784 0.855
log_lik[1433] -2.503 0.002 0.143 -2.504 -2.439 -2.382 -2.320
log_lik[1434] 1.055 0.001 0.046 1.057 1.077 1.094 1.112
log_lik[1435] 0.293 0.002 0.112 0.294 0.344 0.388 0.436
log_lik[1436] 0.888 0.001 0.089 0.893 0.931 0.964 0.997
log_lik[1437] 1.066 0.001 0.044 1.068 1.087 1.104 1.121
log_lik[1438] -0.499 0.003 0.158 -0.500 -0.428 -0.367 -0.298
log_lik[1439] -0.116 0.002 0.106 -0.114 -0.069 -0.025 0.019
log_lik[1440] 0.476 0.001 0.083 0.478 0.515 0.546 0.581
log_lik[1441] 0.922 0.001 0.067 0.926 0.954 0.979 1.006
log_lik[1442] 1.088 0.001 0.051 1.094 1.114 1.131 1.148
log_lik[1443] 0.661 0.001 0.079 0.663 0.697 0.728 0.759
log_lik[1444] 0.232 0.002 0.136 0.235 0.294 0.346 0.404
log_lik[1445] -0.552 0.002 0.124 -0.550 -0.496 -0.449 -0.394
log_lik[1446] 0.987 0.001 0.062 0.990 1.018 1.042 1.064
log_lik[1447] -0.065 0.003 0.173 -0.062 0.013 0.084 0.159
log_lik[1448] 0.606 0.001 0.063 0.606 0.634 0.660 0.686
log_lik[1449] -0.688 0.001 0.067 -0.688 -0.659 -0.633 -0.601
log_lik[1450] -5.633 0.003 0.199 -5.626 -5.539 -5.467 -5.383
log_lik[1451] 0.823 0.002 0.159 0.840 0.908 0.961 1.015
log_lik[1452] 1.035 0.001 0.060 1.040 1.065 1.085 1.107
log_lik[1453] 0.091 0.001 0.067 0.091 0.121 0.147 0.175
log_lik[1454] 0.402 0.001 0.097 0.402 0.446 0.484 0.527
log_lik[1455] -1.076 0.002 0.140 -1.078 -1.015 -0.961 -0.899
log_lik[1456] 1.071 0.001 0.044 1.073 1.091 1.107 1.127
log_lik[1457] 0.398 0.002 0.126 0.404 0.457 0.504 0.553
log_lik[1458] 0.380 0.001 0.074 0.381 0.414 0.442 0.474
log_lik[1459] 0.753 0.002 0.101 0.755 0.801 0.840 0.880
log_lik[1460] -4.164 0.002 0.131 -4.160 -4.104 -4.054 -4.001
y_hat 12.305 0.003 0.215 12.304 12.358 12.419 12.497
lp__ 1326.045 0.039 2.115 1326.384 1327.232 1327.863 1328.432
n_eff Rhat
alpha 6212 0.999
beta[1] 4189 1.001
beta[2] 4168 1.001
beta[3] 3542 1.000
beta_mu[1] 5272 1.000
beta_mu[2] 5362 1.000
beta_mu[3] 4526 1.000
sigma 4082 1.000
nu 3947 1.000
mu[1] 5650 1.001
mu[2] 5392 1.000
mu[3] 4953 1.001
mu[4] 5071 1.000
mu[5] 4707 1.001
mu[6] 5207 1.001
mu[7] 4134 1.001
mu[8] 3818 1.001
mu[9] 5618 1.001
mu[10] 5186 1.000
mu[11] 5338 1.000
mu[12] 5031 1.001
mu[13] 5342 1.000
mu[14] 5612 1.001
mu[15] 4687 1.002
mu[16] 5037 1.000
mu[17] 4081 1.001
mu[18] 4772 1.001
mu[19] 5482 1.001
mu[20] 5059 1.001
mu[21] 5378 1.001
mu[22] 5520 1.000
mu[23] 5241 1.001
mu[24] 5406 1.000
mu[25] 5740 1.001
mu[26] 4927 1.001
mu[27] 4469 1.000
mu[28] 4122 1.000
mu[29] 5593 1.000
mu[30] 4898 1.000
mu[31] 4592 1.001
mu[32] 4820 1.001
mu[33] 5231 1.001
mu[34] 5635 1.000
mu[35] 4322 1.001
mu[36] 4957 1.000
mu[37] 4793 1.001
mu[38] 4594 1.001
mu[39] 5609 1.000
mu[40] 4292 1.000
mu[41] 5668 1.000
mu[42] 4877 1.000
mu[43] 5882 1.000
mu[44] 4713 1.000
mu[45] 5056 1.000
mu[46] 4793 1.001
mu[47] 4489 1.001
mu[48] 4508 1.000
mu[49] 4699 1.000
mu[50] 4171 1.000
mu[51] 4829 1.000
mu[52] 4583 1.001
mu[53] 5683 1.000
mu[54] 5335 1.000
mu[55] 4005 1.001
mu[56] 5512 1.000
mu[57] 4406 1.001
mu[58] 5765 1.000
mu[59] 5210 1.000
mu[60] 5456 1.000
mu[61] 3819 1.000
mu[62] 4696 1.000
mu[63] 4751 1.000
mu[64] 5237 1.000
mu[65] 4430 1.000
mu[66] 5368 1.000
mu[67] 5424 1.000
mu[68] 4956 1.000
mu[69] 4342 1.000
mu[70] 4935 1.000
mu[71] 4327 1.001
mu[72] 4743 1.001
mu[73] 5082 1.000
mu[74] 5722 1.000
mu[75] 4877 1.000
mu[76] 4861 1.000
mu[77] 5932 0.999
mu[78] 5405 1.000
mu[79] 5260 1.000
mu[80] 4584 1.000
mu[81] 5556 1.000
mu[82] 5891 1.000
mu[83] 5261 1.000
mu[84] 4119 1.000
mu[85] 5287 1.000
mu[86] 4787 1.001
mu[87] 4777 1.001
mu[88] 5110 1.000
mu[89] 4941 1.000
mu[90] 4765 1.001
mu[91] 5467 1.001
mu[92] 5698 1.000
mu[93] 5774 1.000
mu[94] 5143 1.000
mu[95] 4985 1.001
mu[96] 4889 1.001
mu[97] 5303 1.000
mu[98] 5042 1.001
mu[99] 4975 0.999
mu[100] 5775 1.000
mu[101] 4164 1.001
mu[102] 4473 1.000
mu[103] 5203 0.999
mu[104] 4495 1.001
mu[105] 4384 1.000
mu[106] 4680 1.000
mu[107] 5605 1.000
mu[108] 5071 1.000
mu[109] 4919 1.000
mu[110] 4789 1.001
mu[111] 5123 1.000
mu[112] 4345 1.000
mu[113] 4690 1.001
mu[114] 5858 1.000
mu[115] 4376 1.000
mu[116] 4426 1.001
mu[117] 4878 1.001
mu[118] 4942 1.000
mu[119] 5430 1.000
mu[120] 5923 1.000
mu[121] 5690 1.000
mu[122] 4910 1.000
mu[123] 5274 1.000
mu[124] 6259 0.999
mu[125] 4313 1.001
mu[126] 4985 1.001
mu[127] 4201 1.000
mu[128] 5376 1.000
mu[129] 4178 1.000
mu[130] 5115 1.000
mu[131] 6060 1.000
mu[132] 4595 1.000
mu[133] 4864 1.001
mu[134] 5787 1.000
mu[135] 6083 1.000
mu[136] 5286 1.000
mu[137] 4457 1.001
mu[138] 5010 1.001
mu[139] 6233 1.000
mu[140] 4889 1.000
mu[141] 3704 1.000
mu[142] 4989 1.001
mu[143] 5850 0.999
mu[144] 5966 0.999
mu[145] 4564 1.000
mu[146] 6159 1.000
mu[147] 4732 1.000
mu[148] 5671 1.000
mu[149] 4982 1.000
mu[150] 6014 1.000
mu[151] 4359 1.000
mu[152] 4505 1.000
mu[153] 4654 1.000
mu[154] 5026 1.000
mu[155] 5872 1.000
mu[156] 4077 1.001
mu[157] 4053 1.000
mu[158] 4881 1.000
mu[159] 4858 1.000
mu[160] 5136 1.001
mu[161] 5201 1.000
mu[162] 4733 1.000
mu[163] 5461 1.000
mu[164] 4243 1.000
mu[165] 5647 1.000
mu[166] 4738 1.001
mu[167] 6127 1.000
mu[168] 5371 1.000
mu[169] 3915 1.001
mu[170] 4184 1.001
mu[171] 3909 1.000
mu[172] 4454 1.001
mu[173] 4237 1.001
mu[174] 4622 1.000
mu[175] 4288 1.001
mu[176] 4500 1.001
mu[177] 4304 1.001
mu[178] 4999 1.001
mu[179] 3882 1.001
mu[180] 4246 1.001
mu[181] 4799 1.001
mu[182] 4650 1.001
mu[183] 4861 1.001
mu[184] 4281 1.000
mu[185] 5024 1.000
mu[186] 5150 1.001
mu[187] 4220 1.000
mu[188] 5653 1.000
mu[189] 4297 1.001
mu[190] 5017 1.000
mu[191] 3772 1.001
mu[192] 4611 1.002
mu[193] 3717 1.000
mu[194] 4743 1.001
mu[195] 4337 1.001
mu[196] 4647 1.001
mu[197] 5065 1.000
mu[198] 4170 1.000
mu[199] 3812 1.000
mu[200] 4097 1.000
mu[201] 5585 1.000
mu[202] 5527 1.000
mu[203] 5279 1.001
mu[204] 4385 1.001
mu[205] 4576 1.000
mu[206] 3839 1.000
mu[207] 5566 1.000
mu[208] 5834 1.000
mu[209] 4052 1.000
mu[210] 4718 1.000
mu[211] 4020 1.000
mu[212] 5454 1.000
mu[213] 4798 1.001
mu[214] 5900 1.000
mu[215] 4261 1.000
mu[216] 4088 1.001
mu[217] 4192 1.000
mu[218] 4630 1.000
mu[219] 5687 1.000
mu[220] 5547 1.000
mu[221] 4490 1.000
mu[222] 4699 1.001
mu[223] 4552 1.000
mu[224] 4203 1.000
mu[225] 3917 1.001
mu[226] 3625 1.000
mu[227] 4943 1.001
mu[228] 4380 1.001
mu[229] 5467 1.000
mu[230] 4875 1.001
mu[231] 5000 1.000
mu[232] 3744 1.000
mu[233] 5386 1.000
mu[234] 5495 1.000
mu[235] 4068 1.000
mu[236] 4850 1.001
mu[237] 4677 1.000
mu[238] 5481 0.999
mu[239] 6103 1.000
mu[240] 4278 1.000
mu[241] 5309 1.000
mu[242] 4040 1.000
mu[243] 4426 1.000
mu[244] 4783 1.000
mu[245] 4376 1.000
mu[246] 4724 1.001
mu[247] 4850 1.001
mu[248] 5725 1.000
mu[249] 4234 1.000
mu[250] 5331 1.001
mu[251] 4864 1.000
mu[252] 4487 1.000
mu[253] 4969 1.000
mu[254] 5752 1.000
mu[255] 5004 1.001
mu[256] 4217 1.000
mu[257] 4118 1.001
mu[258] 4052 1.000
mu[259] 4982 1.001
mu[260] 5199 1.000
mu[261] 5979 1.000
mu[262] 4298 1.001
mu[263] 3875 1.000
mu[264] 5782 1.000
mu[265] 4939 0.999
mu[266] 3904 1.000
mu[267] 5565 1.000
mu[268] 5295 1.000
mu[269] 4061 1.000
mu[270] 3796 1.000
mu[271] 4976 1.000
mu[272] 5133 1.000
mu[273] 5513 1.000
mu[274] 4853 1.001
mu[275] 6150 1.000
mu[276] 3988 1.000
mu[277] 4839 1.001
mu[278] 5626 1.000
mu[279] 4784 1.000
mu[280] 5344 1.000
mu[281] 4768 1.000
mu[282] 5574 1.000
mu[283] 5322 1.000
mu[284] 5320 1.001
mu[285] 5603 0.999
mu[286] 4910 1.000
mu[287] 5205 1.000
mu[288] 5707 1.000
mu[289] 4765 1.000
mu[290] 5323 1.000
mu[291] 5040 1.000
mu[292] 5850 1.000
mu[293] 4413 1.000
mu[294] 5531 0.999
mu[295] 5794 1.000
mu[296] 4796 1.001
mu[297] 3834 1.001
mu[298] 4715 1.000
mu[299] 5502 1.000
mu[300] 4330 1.001
mu[301] 5672 1.000
mu[302] 4655 0.999
mu[303] 5556 1.000
mu[304] 4898 1.000
mu[305] 4911 1.000
mu[306] 4729 1.000
mu[307] 5144 1.000
mu[308] 4667 1.000
mu[309] 5054 1.001
mu[310] 4794 1.000
mu[311] 4321 1.001
mu[312] 5030 1.001
mu[313] 5430 1.000
mu[314] 5516 1.000
mu[315] 4962 1.001
mu[316] 4919 1.000
mu[317] 5028 1.000
mu[318] 5967 1.000
mu[319] 4442 1.000
mu[320] 4504 1.001
mu[321] 4619 1.001
mu[322] 4452 1.000
mu[323] 4873 1.001
mu[324] 4550 1.000
mu[325] 5404 1.000
mu[326] 4341 1.001
mu[327] 4865 1.001
mu[328] 5004 1.000
mu[329] 5635 1.000
mu[330] 5351 0.999
mu[331] 5171 1.001
mu[332] 4116 1.001
mu[333] 3698 1.000
mu[334] 4167 1.000
mu[335] 4740 1.001
mu[336] 5108 1.000
mu[337] 5824 1.000
mu[338] 4079 1.000
mu[339] 5856 1.000
mu[340] 4967 1.000
mu[341] 4383 1.000
mu[342] 5003 1.000
mu[343] 4928 1.000
mu[344] 5093 1.000
mu[345] 4440 1.000
mu[346] 5235 1.000
mu[347] 5133 1.001
mu[348] 4545 1.000
mu[349] 4161 1.000
mu[350] 5448 1.000
mu[351] 4730 1.000
mu[352] 4181 1.001
mu[353] 4712 1.001
mu[354] 4553 1.001
mu[355] 5566 1.000
mu[356] 4748 1.000
mu[357] 3937 1.001
mu[358] 4729 1.001
mu[359] 5579 1.001
mu[360] 4842 1.000
mu[361] 5118 1.001
mu[362] 5507 1.001
mu[363] 5290 1.000
mu[364] 4597 1.000
mu[365] 4850 1.001
mu[366] 4790 1.000
mu[367] 5416 1.001
mu[368] 4761 1.001
mu[369] 5087 1.000
mu[370] 5059 1.001
mu[371] 5603 1.001
mu[372] 4466 1.000
mu[373] 4970 1.000
mu[374] 5231 1.001
mu[375] 4710 1.000
mu[376] 5497 1.001
mu[377] 5210 1.001
mu[378] 5144 1.000
mu[379] 5358 1.001
mu[380] 4349 1.001
mu[381] 4739 1.001
mu[382] 4667 1.000
mu[383] 4151 1.000
mu[384] 5369 1.000
mu[385] 5185 1.001
mu[386] 4295 1.000
mu[387] 4330 1.000
mu[388] 4342 1.000
mu[389] 5306 1.001
mu[390] 4524 1.000
mu[391] 5355 1.000
mu[392] 4968 1.001
mu[393] 4557 1.000
mu[394] 5302 1.000
mu[395] 5469 1.001
mu[396] 5096 1.000
mu[397] 4273 1.000
mu[398] 5194 1.001
mu[399] 4835 1.001
mu[400] 4945 1.000
mu[401] 4285 1.001
mu[402] 5345 1.000
mu[403] 4299 1.000
mu[404] 4175 1.000
mu[405] 4132 1.000
mu[406] 4213 1.001
mu[407] 5449 1.001
mu[408] 5104 1.001
mu[409] 5107 1.001
mu[410] 4735 1.001
mu[411] 5353 1.001
mu[412] 5011 1.000
mu[413] 5149 1.000
mu[414] 5256 1.001
mu[415] 4629 1.000
mu[416] 4454 1.000
mu[417] 5626 1.000
mu[418] 4532 1.000
mu[419] 5100 1.000
mu[420] 5584 1.000
mu[421] 5248 1.001
mu[422] 5144 1.000
mu[423] 5260 1.001
mu[424] 4987 1.000
mu[425] 3994 1.000
mu[426] 4556 1.001
mu[427] 4978 1.000
mu[428] 4634 1.001
mu[429] 5313 1.001
mu[430] 5464 1.000
mu[431] 4936 1.000
mu[432] 5099 1.000
mu[433] 4793 1.002
mu[434] 5450 1.001
mu[435] 4028 1.000
mu[436] 5289 1.001
mu[437] 5015 1.000
mu[438] 5780 1.000
mu[439] 5126 1.000
mu[440] 4493 1.000
mu[441] 3919 1.000
mu[442] 4954 1.001
mu[443] 5055 1.000
mu[444] 5376 1.000
mu[445] 4513 1.000
mu[446] 4743 1.001
mu[447] 5293 1.001
mu[448] 4654 1.001
mu[449] 4757 1.000
mu[450] 4954 1.001
mu[451] 4919 1.001
mu[452] 5422 1.001
mu[453] 5476 1.000
mu[454] 4619 1.001
mu[455] 4590 1.001
mu[456] 4256 1.001
mu[457] 5252 1.000
mu[458] 5333 1.000
mu[459] 4917 1.001
mu[460] 5015 1.001
mu[461] 4843 1.000
mu[462] 4955 1.000
mu[463] 5207 1.001
mu[464] 4979 1.001
mu[465] 4854 1.000
mu[466] 5936 1.000
mu[467] 4279 1.001
mu[468] 5052 1.000
mu[469] 4594 1.000
mu[470] 4790 1.001
mu[471] 4549 1.001
mu[472] 3946 1.001
mu[473] 4221 1.001
mu[474] 3747 1.000
mu[475] 5040 1.000
mu[476] 5089 1.000
mu[477] 5459 1.001
mu[478] 4905 1.002
mu[479] 4837 1.001
mu[480] 4724 1.000
mu[481] 5039 1.001
mu[482] 4448 1.000
mu[483] 4584 1.000
mu[484] 5547 1.001
mu[485] 5097 1.000
mu[486] 5382 1.000
mu[487] 5117 1.001
mu[488] 5110 1.000
mu[489] 4927 1.001
mu[490] 4698 1.001
mu[491] 4886 1.000
mu[492] 4818 1.000
mu[493] 5390 1.001
mu[494] 4953 1.000
mu[495] 5156 1.001
mu[496] 4626 1.001
mu[497] 4199 1.001
mu[498] 4146 1.001
mu[499] 4598 1.002
mu[500] 4477 1.000
mu[501] 4692 1.000
mu[502] 4661 1.001
mu[503] 5513 1.001
mu[504] 5167 1.000
mu[505] 4460 1.000
mu[506] 3957 1.000
mu[507] 5104 1.001
mu[508] 4661 1.001
mu[509] 4147 1.001
mu[510] 4803 1.001
mu[511] 4933 1.001
mu[512] 4296 1.000
mu[513] 3922 1.000
mu[514] 4840 1.001
mu[515] 5245 1.000
mu[516] 4826 1.000
mu[517] 5051 1.001
mu[518] 5199 1.000
mu[519] 4596 1.001
mu[520] 5133 1.001
mu[521] 4847 1.000
mu[522] 5014 1.000
mu[523] 4652 1.000
mu[524] 4885 1.001
mu[525] 3695 1.000
mu[526] 4822 1.001
mu[527] 4598 1.001
mu[528] 4194 1.000
mu[529] 5786 1.000
mu[530] 4286 1.000
mu[531] 5297 1.000
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log_lik[1397] 4686 1.001
log_lik[1398] 5040 1.000
log_lik[1399] 4939 1.001
log_lik[1400] 5004 1.000
log_lik[1401] 4626 1.000
log_lik[1402] 4512 1.001
log_lik[1403] 4680 1.000
log_lik[1404] 5457 1.000
log_lik[1405] 4712 1.000
log_lik[1406] 4594 1.001
log_lik[1407] 5802 1.000
log_lik[1408] 4679 1.000
log_lik[1409] 4957 1.000
log_lik[1410] 6332 1.000
log_lik[1411] 4474 1.000
log_lik[1412] 3998 1.000
log_lik[1413] 5978 1.000
log_lik[1414] 3851 1.000
log_lik[1415] 5349 1.001
log_lik[1416] 4795 1.000
log_lik[1417] 4804 0.999
log_lik[1418] 3961 1.000
log_lik[1419] 5162 1.001
log_lik[1420] 3983 1.000
log_lik[1421] 5313 1.000
log_lik[1422] 4324 1.000
log_lik[1423] 4746 1.001
log_lik[1424] 4933 1.000
log_lik[1425] 4563 1.001
log_lik[1426] 4668 1.000
log_lik[1427] 3653 1.001
log_lik[1428] 4108 1.001
log_lik[1429] 4489 1.001
log_lik[1430] 5355 1.000
log_lik[1431] 4631 1.000
log_lik[1432] 4649 1.002
log_lik[1433] 4639 1.001
log_lik[1434] 4907 1.000
log_lik[1435] 4379 1.000
log_lik[1436] 4794 1.001
log_lik[1437] 4782 1.000
log_lik[1438] 3946 1.000
log_lik[1439] 4918 1.000
log_lik[1440] 5557 1.001
log_lik[1441] 4400 1.000
log_lik[1442] 4272 1.000
log_lik[1443] 4726 1.001
log_lik[1444] 4313 1.001
log_lik[1445] 4361 1.001
log_lik[1446] 4826 1.001
log_lik[1447] 4277 1.001
log_lik[1448] 4347 1.000
log_lik[1449] 4830 0.999
log_lik[1450] 5216 1.000
log_lik[1451] 4507 1.001
log_lik[1452] 4626 1.001
log_lik[1453] 4888 1.000
log_lik[1454] 4503 1.001
log_lik[1455] 4367 1.000
log_lik[1456] 4838 1.000
log_lik[1457] 4134 1.000
log_lik[1458] 4767 1.000
log_lik[1459] 4083 1.001
log_lik[1460] 6054 1.000
y_hat 5721 1.000
lp__ 2970 1.000
Samples were drawn using NUTS(diag_e) at Sat Aug 31 18:09:33 2019.
For each parameter, n_eff is a crude measure of effective sample size,
and Rhat is the potential scale reduction factor on split chains (at
convergence, Rhat=1).Params
beta_params1 = str_c(lapply(1:K, function (i) str_interp("beta[${i}]")))
beta_mu_params1 = str_c(lapply(1:K, function (i) str_interp("beta_mu[${i}]")))
params1 = c('alpha', beta_params1, beta_mu_params1, 'sigma', 'nu')Diagnostics
summary(sf1)$summary
mean se_mean sd 2.5%
alpha 1.230541e+01 5.017279e-05 0.003954506 1.229761e+01
beta[1] 6.296945e-01 1.508888e-03 0.097658887 4.388437e-01
beta[2] 6.559233e-01 1.738200e-03 0.112222401 4.339247e-01
beta[3] 1.905884e+00 2.062066e-03 0.122730097 1.664768e+00
beta_mu[1] 8.486048e-01 2.303697e-01 16.726119039 -3.152036e+01
beta_mu[2] 5.542068e-01 2.253209e-01 16.498905208 -3.104916e+01
beta_mu[3] 1.502294e+00 2.549073e-01 17.149475674 -3.263130e+01
sigma 1.162589e-01 5.982196e-05 0.003821996 1.087862e-01
nu 2.700865e+00 3.328757e-03 0.209117240 2.317972e+00
mu[1] 1.651823e+01 1.058743e-04 0.007958390 1.650268e+01
mu[2] 1.685644e+01 1.173967e-04 0.008620119 1.683960e+01
mu[3] 1.641292e+01 1.390877e-04 0.009788177 1.639404e+01
mu[4] 1.709900e+01 1.255414e-04 0.008939579 1.708164e+01
mu[5] 1.715361e+01 2.701508e-04 0.018534623 1.711726e+01
mu[6] 1.769516e+01 1.535145e-04 0.011077063 1.767339e+01
mu[7] 1.735264e+01 2.482655e-04 0.015962514 1.732120e+01
mu[8] 1.763644e+01 3.497349e-04 0.021609871 1.759444e+01
mu[9] 1.735293e+01 1.195434e-04 0.008960418 1.733534e+01
mu[10] 1.780522e+01 1.338526e-04 0.009638813 1.778642e+01
mu[11] 1.801527e+01 1.322678e-04 0.009663754 1.799678e+01
mu[12] 1.914850e+01 1.645651e-04 0.011671950 1.912595e+01
mu[13] 1.895717e+01 1.436421e-04 0.010498747 1.893693e+01
mu[14] 1.843089e+01 1.387710e-04 0.010395336 1.841046e+01
mu[15] 1.750673e+01 3.197331e-04 0.021890147 1.746414e+01
mu[16] 1.688517e+01 1.165282e-04 0.008270199 1.686925e+01
mu[17] 1.720093e+01 2.237923e-04 0.014295985 1.717283e+01
mu[18] 1.746828e+01 1.481885e-04 0.010237261 1.744812e+01
mu[19] 1.720025e+01 1.210236e-04 0.008960972 1.718280e+01
mu[20] 1.648344e+01 1.444981e-04 0.010277439 1.646358e+01
mu[21] 1.624314e+01 1.121998e-04 0.008228062 1.622713e+01
mu[22] 1.638824e+01 1.000179e-04 0.007431119 1.637384e+01
mu[23] 1.634540e+01 1.186188e-04 0.008587428 1.632879e+01
mu[24] 1.683948e+01 1.118680e-04 0.008225252 1.682371e+01
mu[25] 1.693197e+01 1.093285e-04 0.008282911 1.691590e+01
mu[26] 1.618952e+01 1.546300e-04 0.010854005 1.616836e+01
mu[27] 1.606046e+01 1.518150e-04 0.010148382 1.604087e+01
mu[28] 1.584694e+01 2.048713e-04 0.013152804 1.582092e+01
mu[29] 1.543831e+01 8.834552e-05 0.006606784 1.542549e+01
mu[30] 1.523824e+01 1.219515e-04 0.008534533 1.522192e+01
mu[31] 1.531789e+01 1.532458e-04 0.010384281 1.529733e+01
mu[32] 1.467641e+01 1.336723e-04 0.009280194 1.465822e+01
mu[33] 1.415290e+01 8.864773e-05 0.006411546 1.414035e+01
mu[34] 1.393607e+01 7.037486e-05 0.005283023 1.392582e+01
mu[35] 1.322695e+01 2.585565e-04 0.016998593 1.319381e+01
mu[36] 1.317188e+01 8.649327e-05 0.006089771 1.316010e+01
mu[37] 1.361219e+01 1.191536e-04 0.008248834 1.359644e+01
mu[38] 1.481092e+01 3.107016e-04 0.021059947 1.477033e+01
mu[39] 1.522442e+01 8.479652e-05 0.006350422 1.521206e+01
mu[40] 1.479103e+01 1.092650e-04 0.007158179 1.477693e+01
mu[41] 1.468723e+01 7.715078e-05 0.005808242 1.467589e+01
mu[42] 1.489575e+01 1.003240e-04 0.007006396 1.488201e+01
mu[43] 1.475426e+01 7.376210e-05 0.005657098 1.474327e+01
mu[44] 1.522752e+01 1.353273e-04 0.009290246 1.520977e+01
mu[45] 1.463175e+01 9.981101e-05 0.007097243 1.461764e+01
mu[46] 1.376826e+01 1.207381e-04 0.008358525 1.375196e+01
mu[47] 1.360709e+01 1.316259e-04 0.008819159 1.358969e+01
mu[48] 1.380741e+01 9.896489e-05 0.006644406 1.379446e+01
mu[49] 1.449999e+01 1.409366e-04 0.009660718 1.448155e+01
mu[50] 1.493873e+01 1.420203e-04 0.009171721 1.492090e+01
mu[51] 1.501345e+01 1.293854e-04 0.008991392 1.499624e+01
mu[52] 1.440349e+01 1.403853e-04 0.009504197 1.438466e+01
mu[53] 1.424279e+01 7.164217e-05 0.005400667 1.423226e+01
mu[54] 1.432359e+01 7.809376e-05 0.005704219 1.431249e+01
mu[55] 1.423846e+01 1.513185e-04 0.009576431 1.421994e+01
mu[56] 1.432680e+01 7.330214e-05 0.005442076 1.431635e+01
mu[57] 1.450412e+01 1.353337e-04 0.008982801 1.448653e+01
mu[58] 1.471732e+01 7.608247e-05 0.005776653 1.470617e+01
mu[59] 1.412148e+01 8.537042e-05 0.006162055 1.410920e+01
mu[60] 1.394855e+01 7.552190e-05 0.005578171 1.393797e+01
mu[61] 1.308088e+01 2.989362e-04 0.018474563 1.304375e+01
mu[62] 1.303984e+01 7.920798e-05 0.005428054 1.302922e+01
mu[63] 1.416536e+01 8.900465e-05 0.006135162 1.415357e+01
mu[64] 1.397948e+01 7.525174e-05 0.005445674 1.396893e+01
mu[65] 1.357680e+01 9.476599e-05 0.006307497 1.356434e+01
mu[66] 1.328373e+01 7.120712e-05 0.005217184 1.327369e+01
mu[67] 1.338870e+01 6.869030e-05 0.005059036 1.337876e+01
mu[68] 1.355917e+01 8.053034e-05 0.005669043 1.354832e+01
mu[69] 1.387607e+01 1.293998e-04 0.008526532 1.385946e+01
mu[70] 1.402823e+01 9.417900e-05 0.006616216 1.401525e+01
mu[71] 1.381920e+01 1.155693e-04 0.007602109 1.380446e+01
mu[72] 1.289537e+01 1.478284e-04 0.010180730 1.287556e+01
mu[73] 1.234749e+01 6.554802e-05 0.004672635 1.233862e+01
mu[74] 1.226340e+01 5.667796e-05 0.004287374 1.225523e+01
mu[75] 1.219203e+01 6.893456e-05 0.004813994 1.218262e+01
mu[76] 1.292921e+01 9.493980e-05 0.006619526 1.291647e+01
mu[77] 1.295656e+01 5.647779e-05 0.004349944 1.294815e+01
mu[78] 1.285658e+01 6.261960e-05 0.004603632 1.284762e+01
mu[79] 1.240228e+01 6.936970e-05 0.005031181 1.239220e+01
mu[80] 1.238509e+01 1.042611e-04 0.007058979 1.237095e+01
mu[81] 1.234163e+01 6.001265e-05 0.004473068 1.233291e+01
mu[82] 1.249762e+01 5.494365e-05 0.004217248 1.248934e+01
mu[83] 1.269162e+01 7.085398e-05 0.005138993 1.268149e+01
mu[84] 1.295148e+01 1.229880e-04 0.007893329 1.293602e+01
mu[85] 1.261357e+01 7.176479e-05 0.005218199 1.260346e+01
mu[86] 1.209791e+01 1.174746e-04 0.008128238 1.208194e+01
mu[87] 1.283760e+01 1.299376e-04 0.008981040 1.282003e+01
mu[88] 1.312174e+01 6.950009e-05 0.004967947 1.311205e+01
mu[89] 1.307770e+01 8.972583e-05 0.006307190 1.306532e+01
mu[90] 1.379814e+01 1.434778e-04 0.009903627 1.377889e+01
mu[91] 1.380746e+01 7.453812e-05 0.005511538 1.379690e+01
mu[92] 1.345700e+01 6.439955e-05 0.004861113 1.344780e+01
mu[93] 1.314236e+01 6.036553e-05 0.004586968 1.313367e+01
mu[94] 1.338108e+01 7.595250e-05 0.005446685 1.337051e+01
mu[95] 1.338576e+01 8.735471e-05 0.006167559 1.337382e+01
mu[96] 1.359301e+01 9.752686e-05 0.006819422 1.357984e+01
mu[97] 1.374482e+01 7.309580e-05 0.005322888 1.373457e+01
mu[98] 1.349590e+01 8.959935e-05 0.006362458 1.348359e+01
mu[99] 1.302822e+01 6.971151e-05 0.004917246 1.301860e+01
mu[100] 1.280799e+01 5.830472e-05 0.004430632 1.279939e+01
mu[101] 1.278189e+01 1.376921e-04 0.008885430 1.276430e+01
mu[102] 1.318796e+01 9.213503e-05 0.006161709 1.317576e+01
mu[103] 1.414587e+01 7.567456e-05 0.005458387 1.413529e+01
mu[104] 1.369854e+01 1.798137e-04 0.012056198 1.367454e+01
mu[105] 1.346594e+01 9.691694e-05 0.006416702 1.345326e+01
mu[106] 1.336971e+01 8.205865e-05 0.005613488 1.335881e+01
mu[107] 1.288215e+01 6.308980e-05 0.004723468 1.287303e+01
mu[108] 1.294473e+01 7.748298e-05 0.005517562 1.293415e+01
mu[109] 1.347992e+01 8.944782e-05 0.006273305 1.346767e+01
mu[110] 1.341053e+01 1.154599e-04 0.007990366 1.339482e+01
mu[111] 1.285893e+01 7.518030e-05 0.005380856 1.284841e+01
mu[112] 1.279511e+01 9.338124e-05 0.006155158 1.278331e+01
mu[113] 1.186996e+01 1.423142e-04 0.009745926 1.185088e+01
mu[114] 1.138413e+01 5.443396e-05 0.004166327 1.137604e+01
mu[115] 1.156940e+01 1.018591e-04 0.006738423 1.155612e+01
mu[116] 1.209919e+01 1.580259e-04 0.010513695 1.207869e+01
mu[117] 1.208671e+01 1.102989e-04 0.007703365 1.207188e+01
mu[118] 1.167275e+01 6.717247e-05 0.004722325 1.166349e+01
mu[119] 1.154498e+01 6.222718e-05 0.004585630 1.153614e+01
mu[120] 1.119635e+01 5.532379e-05 0.004257712 1.118788e+01
mu[121] 1.117055e+01 6.061714e-05 0.004572521 1.116144e+01
mu[122] 1.161818e+01 8.197976e-05 0.005744656 1.160686e+01
mu[123] 1.198113e+01 6.677761e-05 0.004849560 1.197176e+01
mu[124] 1.208139e+01 4.971848e-05 0.003933441 1.207365e+01
mu[125] 1.197107e+01 1.595284e-04 0.010476986 1.195029e+01
mu[126] 1.147276e+01 9.557362e-05 0.006748217 1.145942e+01
mu[127] 1.110845e+01 1.030147e-04 0.006676979 1.109551e+01
mu[128] 1.123300e+01 6.749860e-05 0.004949097 1.122326e+01
mu[129] 1.129459e+01 9.900253e-05 0.006398954 1.128194e+01
mu[130] 1.147643e+01 6.520258e-05 0.004663032 1.146717e+01
mu[131] 1.144311e+01 5.312293e-05 0.004135340 1.143495e+01
mu[132] 1.086005e+01 8.432450e-05 0.005716239 1.084861e+01
mu[133] 1.056467e+01 9.632013e-05 0.006717591 1.055156e+01
mu[134] 1.069410e+01 5.852986e-05 0.004452498 1.068535e+01
mu[135] 1.090814e+01 5.339911e-05 0.004164875 1.090003e+01
mu[136] 1.078329e+01 6.694930e-05 0.004867421 1.077391e+01
mu[137] 1.153774e+01 1.249660e-04 0.008342729 1.152158e+01
mu[138] 1.151207e+01 9.270927e-05 0.006562115 1.149942e+01
mu[139] 1.107986e+01 5.132480e-05 0.004052085 1.107205e+01
mu[140] 1.081639e+01 7.662076e-05 0.005357195 1.080595e+01
mu[141] 1.164909e+01 1.719596e-04 0.010466081 1.162851e+01
mu[142] 1.124525e+01 1.001001e-04 0.007070407 1.123158e+01
mu[143] 1.135639e+01 5.396071e-05 0.004127364 1.134845e+01
mu[144] 1.129623e+01 5.263837e-05 0.004065661 1.128833e+01
mu[145] 1.053508e+01 1.136031e-04 0.007674451 1.052022e+01
mu[146] 1.024737e+01 5.694670e-05 0.004469081 1.023865e+01
mu[147] 1.027568e+01 8.757405e-05 0.006024343 1.026388e+01
mu[148] 1.064663e+01 6.459998e-05 0.004864783 1.063690e+01
mu[149] 1.058033e+01 7.741373e-05 0.005464374 1.056985e+01
mu[150] 1.084685e+01 5.417254e-05 0.004201072 1.083864e+01
mu[151] 1.070625e+01 9.723163e-05 0.006419251 1.069360e+01
mu[152] 1.065745e+01 8.724924e-05 0.005855965 1.064594e+01
mu[153] 1.019138e+01 8.691618e-05 0.005929722 1.017978e+01
mu[154] 1.002524e+01 7.371799e-05 0.005226273 1.001516e+01
mu[155] 1.019492e+01 6.314285e-05 0.004838504 1.018528e+01
mu[156] 1.090073e+01 1.530883e-04 0.009774562 1.088170e+01
mu[157] 1.118480e+01 1.250867e-04 0.007963411 1.116924e+01
mu[158] 1.132210e+01 7.035740e-05 0.004915602 1.131256e+01
mu[159] 1.118192e+01 7.831374e-05 0.005458615 1.117131e+01
mu[160] 1.045204e+01 9.194143e-05 0.006589347 1.043893e+01
mu[161] 1.027779e+01 7.611156e-05 0.005488882 1.026708e+01
mu[162] 1.077788e+01 8.802422e-05 0.006055938 1.076608e+01
mu[163] 1.090048e+01 5.894894e-05 0.004356178 1.089200e+01
mu[164] 1.083989e+01 1.068952e-04 0.006962927 1.082627e+01
mu[165] 1.080089e+01 5.835778e-05 0.004385499 1.079249e+01
mu[166] 1.092143e+01 1.045935e-04 0.007199713 1.090752e+01
mu[167] 1.072097e+01 5.303530e-05 0.004151501 1.071290e+01
mu[168] 1.062181e+01 6.867916e-05 0.005033332 1.061192e+01
mu[169] 1.329513e+01 4.391205e-04 0.027474462 1.324177e+01
mu[170] 1.748332e+01 1.311044e-03 0.084808312 1.731521e+01
mu[171] 1.648849e+01 1.980618e-04 0.012383685 1.646404e+01
mu[172] 1.666184e+01 1.848518e-04 0.012336826 1.663778e+01
mu[173] 1.692964e+01 1.956090e-04 0.012732631 1.690520e+01
mu[174] 1.699241e+01 1.399454e-04 0.009513933 1.697367e+01
mu[175] 1.758597e+01 2.739016e-04 0.017936725 1.755076e+01
mu[176] 1.787361e+01 2.180730e-04 0.014628650 1.784481e+01
mu[177] 1.722545e+01 1.938222e-04 0.012714989 1.720110e+01
mu[178] 1.739918e+01 1.351200e-04 0.009553386 1.738056e+01
mu[179] 1.761431e+01 3.174668e-04 0.019779860 1.757531e+01
mu[180] 1.737198e+01 2.411288e-04 0.015711638 1.734093e+01
mu[181] 1.720418e+01 1.385217e-04 0.009596358 1.718541e+01
mu[182] 1.725149e+01 1.719133e-04 0.011723289 1.722855e+01
mu[183] 1.687987e+01 1.770794e-04 0.012345790 1.685587e+01
mu[184] 1.733058e+01 2.325232e-04 0.015214210 1.730100e+01
mu[185] 1.751834e+01 1.387322e-04 0.009833625 1.749910e+01
mu[186] 1.710226e+01 1.454979e-04 0.010441919 1.708185e+01
mu[187] 1.711938e+01 1.672513e-04 0.010864597 1.709805e+01
mu[188] 1.709943e+01 1.115408e-04 0.008386006 1.708335e+01
mu[189] 1.754572e+01 1.993716e-04 0.013069605 1.752022e+01
mu[190] 1.767400e+01 1.446400e-04 0.010245450 1.765390e+01
mu[191] 1.871258e+01 4.739260e-04 0.029107633 1.865590e+01
mu[192] 1.726218e+01 8.565266e-04 0.058160963 1.714699e+01
mu[193] 1.433268e+01 2.322589e-04 0.014161037 1.430461e+01
mu[194] 1.420312e+01 1.655241e-04 0.011399302 1.418113e+01
mu[195] 1.381904e+01 1.087131e-04 0.007159565 1.380528e+01
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mu[1356] 9.753911e+00 6.897703e-05 0.005060661 9.744250e+00
mu[1357] 9.902503e+00 7.838700e-05 0.005553281 9.891725e+00
mu[1358] 9.824676e+00 6.413661e-05 0.004962015 9.814872e+00
mu[1359] 9.372947e+00 9.544140e-05 0.006562180 9.360195e+00
mu[1360] 9.229623e+00 7.839366e-05 0.005750819 9.218398e+00
mu[1361] 8.769112e+00 7.178050e-05 0.005563124 8.758186e+00
mu[1362] 8.681586e+00 9.275146e-05 0.006906793 8.668003e+00
mu[1363] 8.727290e+00 9.245490e-05 0.006669827 8.714289e+00
mu[1364] 8.495269e+00 1.104746e-04 0.008039317 8.479136e+00
mu[1365] 8.540828e+00 8.132554e-05 0.005982593 8.529308e+00
mu[1366] 8.061697e+00 8.607740e-05 0.006498350 8.048965e+00
mu[1367] 8.170708e+00 1.073623e-04 0.007614583 8.155735e+00
mu[1368] 7.888980e+00 8.789895e-05 0.006672506 7.875881e+00
mu[1369] 7.925859e+00 8.956933e-05 0.006583185 7.913165e+00
mu[1370] 7.722178e+00 1.217540e-04 0.008735615 7.704671e+00
mu[1371] 7.542139e+00 1.002203e-04 0.007518856 7.527392e+00
mu[1372] 8.020955e+00 1.074298e-04 0.007664772 8.005884e+00
mu[1373] 8.297132e+00 1.076688e-04 0.007355209 8.282702e+00
mu[1374] 7.994721e+00 9.995233e-05 0.007352432 7.980332e+00
mu[1375] 7.881985e+00 8.635810e-05 0.006486714 7.869383e+00
mu[1376] 7.771202e+00 9.722566e-05 0.007211872 7.757052e+00
mu[1377] 7.670634e+00 8.836934e-05 0.006703719 7.657669e+00
mu[1378] 7.759979e+00 9.787808e-05 0.007141386 7.746169e+00
mu[1379] 7.809110e+00 9.318877e-05 0.006879388 7.795773e+00
mu[1380] 7.479181e+00 1.222280e-04 0.008805317 7.461819e+00
mu[1381] 7.836443e+00 1.136810e-04 0.007926891 7.821128e+00
mu[1382] 8.132615e+00 8.832537e-05 0.006449680 8.120100e+00
mu[1383] 8.015383e+00 1.292067e-04 0.008521014 7.998845e+00
mu[1384] 8.463773e+00 8.801104e-05 0.006442012 8.451224e+00
mu[1385] 8.630485e+00 1.108537e-04 0.007730361 8.615283e+00
mu[1386] 8.433398e+00 7.902258e-05 0.006105768 8.421272e+00
mu[1387] 8.491409e+00 8.728228e-05 0.006359357 8.479172e+00
mu[1388] 8.417301e+00 8.613135e-05 0.006434472 8.404758e+00
mu[1389] 8.294377e+00 1.240920e-04 0.008369689 8.278081e+00
mu[1390] 8.374129e+00 9.215753e-05 0.006556652 8.361299e+00
mu[1391] 8.348909e+00 8.876142e-05 0.006513489 8.336269e+00
mu[1392] 8.251399e+00 8.457910e-05 0.006246118 8.239331e+00
mu[1393] 8.241024e+00 1.304980e-04 0.008541510 8.224512e+00
mu[1394] 8.123153e+00 9.674528e-05 0.007114496 8.109181e+00
mu[1395] 7.851193e+00 9.425576e-05 0.006856682 7.837915e+00
mu[1396] 8.242026e+00 1.298165e-04 0.008511310 8.225620e+00
mu[1397] 8.114398e+00 9.405635e-05 0.006827205 8.101145e+00
mu[1398] 8.780801e+00 8.068768e-05 0.006101208 8.768757e+00
mu[1399] 9.803696e+00 1.707229e-04 0.011227292 9.781632e+00
mu[1400] 9.355794e+00 1.016812e-04 0.007168586 9.341970e+00
mu[1401] 9.564008e+00 1.017119e-04 0.006803585 9.550752e+00
mu[1402] 9.825938e+00 1.160630e-04 0.007704928 9.810687e+00
mu[1403] 1.000036e+01 6.746245e-05 0.004916481 9.990905e+00
mu[1404] 9.883385e+00 8.497927e-05 0.006183254 9.871227e+00
mu[1405] 9.765211e+00 1.047204e-04 0.006840773 9.751841e+00
mu[1406] 9.789245e+00 1.021951e-04 0.006850096 9.776004e+00
mu[1407] 9.657079e+00 7.960906e-05 0.005928146 9.645247e+00
mu[1408] 9.756293e+00 1.143997e-04 0.007705786 9.741252e+00
mu[1409] 1.002008e+01 1.023796e-04 0.007041579 1.000638e+01
mu[1410] 9.963959e+00 9.531890e-05 0.006643325 9.950975e+00
mu[1411] 1.021871e+01 1.422571e-04 0.009245388 1.020057e+01
mu[1412] 1.011288e+01 1.108697e-04 0.007227530 1.009876e+01
mu[1413] 1.021190e+01 5.932207e-05 0.004609896 1.020286e+01
mu[1414] 1.090305e+01 2.855284e-04 0.017469994 1.086894e+01
mu[1415] 1.359361e+01 2.229795e-04 0.013593665 1.356753e+01
mu[1416] 1.328563e+01 9.416740e-05 0.006608942 1.327254e+01
mu[1417] 1.364943e+01 6.457432e-05 0.004886557 1.363993e+01
mu[1418] 1.376385e+01 1.630801e-04 0.010135062 1.374436e+01
mu[1419] 1.399611e+01 2.149990e-04 0.014156011 1.396764e+01
mu[1420] 1.473682e+01 1.873634e-04 0.011819906 1.471380e+01
mu[1421] 1.462735e+01 7.359882e-05 0.005629472 1.461665e+01
mu[1422] 1.450898e+01 1.255535e-04 0.008200877 1.449294e+01
mu[1423] 1.506151e+01 1.157345e-04 0.008212618 1.504560e+01
mu[1424] 1.849322e+01 4.106556e-04 0.027811970 1.843924e+01
mu[1425] 1.794717e+01 4.041423e-04 0.025981713 1.789586e+01
mu[1426] 1.727522e+01 1.535645e-04 0.010377600 1.725502e+01
mu[1427] 1.796169e+01 4.871429e-04 0.029750800 1.790367e+01
mu[1428] 1.803377e+01 3.583432e-04 0.022583234 1.798929e+01
mu[1429] 1.762790e+01 1.837319e-04 0.012206716 1.760440e+01
mu[1430] 1.779299e+01 1.218072e-04 0.009050655 1.777557e+01
mu[1431] 1.854766e+01 2.156857e-04 0.014672472 1.851869e+01
mu[1432] 1.851252e+01 3.066040e-04 0.020967806 1.847080e+01
mu[1433] 1.889736e+01 2.939548e-04 0.018850231 1.886080e+01
mu[1434] 1.840059e+01 1.350969e-04 0.009907327 1.838122e+01
mu[1435] 1.843545e+01 1.752193e-04 0.011648608 1.841271e+01
mu[1436] 1.823181e+01 1.974492e-04 0.013757060 1.820500e+01
mu[1437] 1.826675e+01 1.340715e-04 0.009990624 1.824729e+01
mu[1438] 1.783104e+01 2.595156e-04 0.016252263 1.779947e+01
mu[1439] 1.817665e+01 1.471260e-04 0.010411726 1.815620e+01
mu[1440] 1.776336e+01 1.232064e-04 0.009257064 1.774541e+01
mu[1441] 1.766007e+01 1.662359e-04 0.010835909 1.763895e+01
mu[1442] 1.698181e+01 2.239659e-04 0.014352212 1.695323e+01
mu[1443] 1.685988e+01 1.400138e-04 0.009605599 1.684120e+01
mu[1444] 1.698278e+01 2.229083e-04 0.014413996 1.695453e+01
mu[1445] 1.686938e+01 1.960063e-04 0.012635979 1.684441e+01
mu[1446] 1.585714e+01 1.634935e-04 0.011329354 1.583515e+01
mu[1447] 1.456257e+01 2.687876e-04 0.017688343 1.452821e+01
mu[1448] 1.443286e+01 1.119244e-04 0.007319681 1.441830e+01
mu[1449] 1.433669e+01 7.654379e-05 0.005560069 1.432588e+01
mu[1450] 1.347678e+01 1.839232e-04 0.012583619 1.345230e+01
mu[1451] 1.496846e+01 3.459533e-04 0.023256289 1.492341e+01
mu[1452] 1.471342e+01 1.931641e-04 0.012923806 1.468818e+01
mu[1453] 1.550724e+01 8.561987e-05 0.006485753 1.549488e+01
mu[1454] 1.542979e+01 1.554912e-04 0.010455087 1.540914e+01
mu[1455] 1.553274e+01 2.348218e-04 0.015202933 1.550310e+01
mu[1456] 1.594454e+01 1.512770e-04 0.010098240 1.592453e+01
mu[1457] 1.625077e+01 2.146709e-04 0.013770311 1.622393e+01
mu[1458] 1.580322e+01 1.149128e-04 0.007993896 1.578772e+01
mu[1459] 1.609528e+01 2.116201e-04 0.013384744 1.606950e+01
mu[1460] 1.628650e+01 1.003297e-04 0.007512526 1.627186e+01
y_rep[1] 1.652032e+01 3.023489e-03 0.235000251 1.613471e+01
y_rep[2] 1.685950e+01 2.790760e-03 0.217572308 1.648029e+01
y_rep[3] 1.641391e+01 3.177909e-03 0.230148187 1.602732e+01
y_rep[4] 1.709811e+01 2.909218e-03 0.218674164 1.669218e+01
y_rep[5] 1.715240e+01 2.873861e-03 0.220870509 1.675958e+01
y_rep[6] 1.769411e+01 2.818697e-03 0.209580674 1.732077e+01
y_rep[7] 1.734540e+01 2.848106e-03 0.217107444 1.693125e+01
y_rep[8] 1.763854e+01 2.738330e-03 0.212583812 1.725983e+01
y_rep[9] 1.735302e+01 2.870512e-03 0.222249891 1.694586e+01
y_rep[10] 1.780192e+01 2.773510e-03 0.211829019 1.739429e+01
y_rep[11] 1.801364e+01 2.878754e-03 0.220179025 1.763096e+01
y_rep[12] 1.914595e+01 2.979870e-03 0.222701324 1.873105e+01
y_rep[13] 1.895778e+01 2.648065e-03 0.203650395 1.856530e+01
y_rep[14] 1.843245e+01 2.764755e-03 0.212207235 1.804043e+01
y_rep[15] 1.750684e+01 2.999431e-03 0.230495227 1.710783e+01
y_rep[16] 1.687944e+01 2.893610e-03 0.217893343 1.648233e+01
y_rep[17] 1.719781e+01 2.941640e-03 0.227765098 1.681513e+01
y_rep[18] 1.746547e+01 2.878038e-03 0.218904256 1.707820e+01
y_rep[19] 1.719540e+01 2.815705e-03 0.213468749 1.678263e+01
y_rep[20] 1.647986e+01 2.794012e-03 0.217091994 1.607866e+01
y_rep[21] 1.624268e+01 2.759236e-03 0.209060628 1.581810e+01
y_rep[22] 1.638776e+01 2.882668e-03 0.226760781 1.598663e+01
y_rep[23] 1.634575e+01 3.213238e-03 0.243542903 1.596404e+01
y_rep[24] 1.683800e+01 2.955916e-03 0.228373448 1.642826e+01
y_rep[25] 1.693310e+01 2.762789e-03 0.217234828 1.654129e+01
y_rep[26] 1.618781e+01 2.696637e-03 0.210217256 1.576851e+01
y_rep[27] 1.606623e+01 2.857273e-03 0.218519154 1.569773e+01
y_rep[28] 1.584844e+01 2.895063e-03 0.217279770 1.544718e+01
y_rep[29] 1.543957e+01 2.777814e-03 0.212590417 1.503778e+01
y_rep[30] 1.523655e+01 3.399909e-03 0.259397111 1.482759e+01
y_rep[31] 1.531218e+01 2.700171e-03 0.202510545 1.492142e+01
y_rep[32] 1.467754e+01 2.992804e-03 0.220632947 1.428049e+01
y_rep[33] 1.415130e+01 2.674040e-03 0.206762171 1.375553e+01
y_rep[34] 1.393278e+01 3.123757e-03 0.233431209 1.353147e+01
y_rep[35] 1.322923e+01 2.904379e-03 0.220078719 1.284365e+01
y_rep[36] 1.316807e+01 3.600108e-03 0.277440043 1.275540e+01
y_rep[37] 1.361454e+01 2.782256e-03 0.217924622 1.320755e+01
y_rep[38] 1.481231e+01 2.997468e-03 0.233438681 1.442973e+01
y_rep[39] 1.522346e+01 2.777818e-03 0.213010611 1.483229e+01
y_rep[40] 1.478351e+01 3.701058e-03 0.288056178 1.436068e+01
y_rep[41] 1.468648e+01 3.133490e-03 0.245554985 1.429611e+01
y_rep[42] 1.489634e+01 3.099382e-03 0.237809025 1.450973e+01
y_rep[43] 1.475539e+01 3.071190e-03 0.235759059 1.437125e+01
y_rep[44] 1.522691e+01 2.786963e-03 0.206665918 1.485235e+01
y_rep[45] 1.462884e+01 2.935167e-03 0.221001925 1.422552e+01
y_rep[46] 1.376973e+01 3.232616e-03 0.236517688 1.338016e+01
y_rep[47] 1.360722e+01 2.785132e-03 0.215516233 1.321773e+01
y_rep[48] 1.380837e+01 2.829112e-03 0.218853632 1.339921e+01
y_rep[49] 1.449864e+01 2.768841e-03 0.215898341 1.410751e+01
y_rep[50] 1.493876e+01 2.653822e-03 0.209575697 1.454756e+01
y_rep[51] 1.501143e+01 2.762244e-03 0.213552354 1.461827e+01
y_rep[52] 1.440154e+01 2.619849e-03 0.205522021 1.400409e+01
y_rep[53] 1.424156e+01 2.893837e-03 0.224349146 1.382775e+01
y_rep[54] 1.432415e+01 2.699165e-03 0.207395422 1.392492e+01
y_rep[55] 1.423606e+01 3.372073e-03 0.264653997 1.386109e+01
y_rep[56] 1.432583e+01 2.631650e-03 0.209254370 1.393174e+01
y_rep[57] 1.450372e+01 3.034733e-03 0.229198055 1.408718e+01
y_rep[58] 1.471945e+01 2.815947e-03 0.220483962 1.432816e+01
y_rep[59] 1.412362e+01 2.993521e-03 0.229934550 1.375800e+01
y_rep[60] 1.395188e+01 3.151009e-03 0.246055712 1.354928e+01
y_rep[61] 1.307733e+01 2.753175e-03 0.204798835 1.267791e+01
y_rep[62] 1.303788e+01 2.571602e-03 0.201891067 1.264357e+01
y_rep[63] 1.416368e+01 3.249270e-03 0.247963132 1.374894e+01
y_rep[64] 1.397888e+01 2.839604e-03 0.222024553 1.356614e+01
y_rep[65] 1.358131e+01 3.131156e-03 0.239338083 1.318339e+01
y_rep[66] 1.328894e+01 2.937113e-03 0.225042455 1.289494e+01
y_rep[67] 1.339027e+01 2.807429e-03 0.215010821 1.300117e+01
y_rep[68] 1.355616e+01 4.032881e-03 0.310175414 1.317857e+01
y_rep[69] 1.387709e+01 3.082955e-03 0.238684341 1.344745e+01
y_rep[70] 1.402799e+01 2.692501e-03 0.205168051 1.365541e+01
y_rep[71] 1.381881e+01 2.715657e-03 0.208168450 1.342469e+01
y_rep[72] 1.289257e+01 2.962317e-03 0.219089037 1.250743e+01
y_rep[73] 1.234736e+01 2.804625e-03 0.219693972 1.194774e+01
y_rep[74] 1.226017e+01 2.769568e-03 0.224660116 1.185718e+01
y_rep[75] 1.219209e+01 2.778650e-03 0.203882584 1.179789e+01
y_rep[76] 1.293251e+01 2.840686e-03 0.217926703 1.254103e+01
y_rep[77] 1.295904e+01 2.864695e-03 0.229444085 1.256607e+01
y_rep[78] 1.285369e+01 2.732059e-03 0.213835212 1.243228e+01
y_rep[79] 1.240406e+01 3.149995e-03 0.238597163 1.201475e+01
y_rep[80] 1.238832e+01 3.038101e-03 0.233860245 1.199460e+01
y_rep[81] 1.234151e+01 3.126274e-03 0.235770950 1.193755e+01
y_rep[82] 1.250063e+01 2.968708e-03 0.232769730 1.212312e+01
y_rep[83] 1.269038e+01 2.731142e-03 0.216623378 1.227830e+01
y_rep[84] 1.295269e+01 2.764793e-03 0.212098954 1.255384e+01
y_rep[85] 1.261766e+01 2.815783e-03 0.219384488 1.222321e+01
y_rep[86] 1.209801e+01 2.722714e-03 0.211152811 1.170802e+01
y_rep[87] 1.284034e+01 2.802367e-03 0.211149573 1.244691e+01
y_rep[88] 1.312245e+01 2.593818e-03 0.202650784 1.272707e+01
y_rep[89] 1.307870e+01 2.668406e-03 0.207995965 1.268897e+01
y_rep[90] 1.380068e+01 2.767930e-03 0.213391948 1.338532e+01
y_rep[91] 1.380266e+01 2.714476e-03 0.205601792 1.342005e+01
y_rep[92] 1.345958e+01 3.099417e-03 0.231771563 1.304835e+01
y_rep[93] 1.314298e+01 2.691747e-03 0.210707347 1.274613e+01
y_rep[94] 1.338348e+01 2.948401e-03 0.230172506 1.299534e+01
y_rep[95] 1.338389e+01 2.886567e-03 0.225713788 1.298362e+01
y_rep[96] 1.359193e+01 2.855597e-03 0.222337540 1.320089e+01
y_rep[97] 1.374529e+01 3.397449e-03 0.251134846 1.334513e+01
y_rep[98] 1.349504e+01 2.607233e-03 0.204203162 1.310271e+01
y_rep[99] 1.303008e+01 2.923454e-03 0.226178812 1.263307e+01
y_rep[100] 1.280309e+01 2.783427e-03 0.213300530 1.241423e+01
y_rep[101] 1.278253e+01 2.912146e-03 0.222552797 1.239887e+01
y_rep[102] 1.319081e+01 2.803180e-03 0.219610050 1.278507e+01
y_rep[103] 1.414696e+01 2.852980e-03 0.220837591 1.372492e+01
y_rep[104] 1.369996e+01 2.827459e-03 0.217130260 1.330724e+01
y_rep[105] 1.346476e+01 3.507930e-03 0.255056147 1.305332e+01
y_rep[106] 1.336793e+01 2.993985e-03 0.230072656 1.296418e+01
y_rep[107] 1.288106e+01 2.718663e-03 0.210642950 1.249023e+01
y_rep[108] 1.294802e+01 2.860599e-03 0.221159605 1.256759e+01
y_rep[109] 1.348281e+01 2.854943e-03 0.214987844 1.308340e+01
y_rep[110] 1.341542e+01 2.939604e-03 0.220611025 1.304132e+01
y_rep[111] 1.285653e+01 2.947051e-03 0.229620100 1.246335e+01
y_rep[112] 1.279834e+01 3.479435e-03 0.269342391 1.239095e+01
y_rep[113] 1.187010e+01 2.844508e-03 0.224377763 1.147602e+01
y_rep[114] 1.137917e+01 3.448265e-03 0.243337258 1.096684e+01
y_rep[115] 1.156962e+01 2.643663e-03 0.203946071 1.117300e+01
y_rep[116] 1.210021e+01 2.737221e-03 0.211208630 1.170241e+01
y_rep[117] 1.208874e+01 3.064617e-03 0.234416782 1.168687e+01
y_rep[118] 1.167599e+01 2.611393e-03 0.197881117 1.128329e+01
y_rep[119] 1.154753e+01 2.956489e-03 0.227853435 1.112922e+01
y_rep[120] 1.119615e+01 3.056817e-03 0.234220309 1.080155e+01
y_rep[121] 1.117079e+01 2.956603e-03 0.227140445 1.076432e+01
y_rep[122] 1.162004e+01 2.931687e-03 0.227546021 1.122558e+01
y_rep[123] 1.198528e+01 3.114092e-03 0.228751851 1.160336e+01
y_rep[124] 1.208633e+01 4.487795e-03 0.350272580 1.167545e+01
y_rep[125] 1.197111e+01 2.746144e-03 0.213833560 1.155845e+01
y_rep[126] 1.147395e+01 3.612926e-03 0.272537457 1.107602e+01
y_rep[127] 1.110408e+01 2.777702e-03 0.213213414 1.070392e+01
y_rep[128] 1.123348e+01 2.701788e-03 0.209935454 1.083169e+01
y_rep[129] 1.129345e+01 2.977239e-03 0.210603731 1.089612e+01
y_rep[130] 1.147705e+01 2.957257e-03 0.227164097 1.106063e+01
y_rep[131] 1.144635e+01 3.404382e-03 0.264064585 1.106725e+01
y_rep[132] 1.086088e+01 3.381535e-03 0.249137190 1.048119e+01
y_rep[133] 1.056378e+01 3.099396e-03 0.236996635 1.019286e+01
y_rep[134] 1.069743e+01 2.801181e-03 0.219559206 1.031340e+01
y_rep[135] 1.090575e+01 2.844502e-03 0.216155396 1.051707e+01
y_rep[136] 1.078700e+01 2.881468e-03 0.225036569 1.040149e+01
y_rep[137] 1.153657e+01 2.844030e-03 0.219432919 1.111871e+01
y_rep[138] 1.150934e+01 2.873909e-03 0.222653643 1.110594e+01
y_rep[139] 1.107980e+01 2.792314e-03 0.218306784 1.066264e+01
y_rep[140] 1.081669e+01 2.902384e-03 0.219201172 1.043509e+01
y_rep[141] 1.164338e+01 2.914880e-03 0.230996612 1.124218e+01
y_rep[142] 1.124288e+01 2.843906e-03 0.221321001 1.084406e+01
y_rep[143] 1.135994e+01 2.620192e-03 0.202461551 1.096052e+01
y_rep[144] 1.129894e+01 3.049421e-03 0.234150941 1.089386e+01
y_rep[145] 1.054144e+01 2.762702e-03 0.213320252 1.014331e+01
y_rep[146] 1.024118e+01 3.474442e-03 0.271161130 9.831625e+00
y_rep[147] 1.027568e+01 2.699304e-03 0.207658859 9.873343e+00
y_rep[148] 1.064311e+01 2.731653e-03 0.213912378 1.023577e+01
y_rep[149] 1.057422e+01 3.034080e-03 0.225922739 1.017734e+01
y_rep[150] 1.085133e+01 2.867592e-03 0.223335373 1.045648e+01
y_rep[151] 1.070761e+01 2.708006e-03 0.209407199 1.031264e+01
y_rep[152] 1.065748e+01 2.987312e-03 0.220449808 1.025796e+01
y_rep[153] 1.019462e+01 2.949477e-03 0.230856567 9.789841e+00
y_rep[154] 1.002844e+01 2.804528e-03 0.213932070 9.647614e+00
y_rep[155] 1.020242e+01 2.817851e-03 0.219898388 9.821411e+00
y_rep[156] 1.090684e+01 3.632473e-03 0.281872706 1.051780e+01
y_rep[157] 1.118277e+01 3.076241e-03 0.228888826 1.078329e+01
y_rep[158] 1.131963e+01 4.811478e-03 0.374577843 1.093140e+01
y_rep[159] 1.118637e+01 2.888826e-03 0.219163335 1.080313e+01
y_rep[160] 1.045135e+01 2.872028e-03 0.223637103 1.003222e+01
y_rep[161] 1.027861e+01 2.917126e-03 0.227378370 9.863102e+00
y_rep[162] 1.076988e+01 2.871190e-03 0.223418844 1.034143e+01
y_rep[163] 1.090291e+01 2.824658e-03 0.212213517 1.050839e+01
y_rep[164] 1.083467e+01 2.899732e-03 0.230889212 1.042865e+01
y_rep[165] 1.080076e+01 2.844659e-03 0.214833951 1.037866e+01
y_rep[166] 1.092003e+01 2.928767e-03 0.223268492 1.051033e+01
y_rep[167] 1.071736e+01 2.875552e-03 0.223010966 1.030510e+01
y_rep[168] 1.062211e+01 2.856042e-03 0.217003769 1.024117e+01
y_rep[169] 1.329724e+01 2.807490e-03 0.219973251 1.288757e+01
y_rep[170] 1.748339e+01 3.325159e-03 0.248684449 1.706266e+01
y_rep[171] 1.648443e+01 3.278741e-03 0.246271123 1.607000e+01
y_rep[172] 1.665721e+01 2.985642e-03 0.217974090 1.627025e+01
y_rep[173] 1.693012e+01 2.680146e-03 0.210431027 1.653760e+01
y_rep[174] 1.698934e+01 3.318509e-03 0.255976404 1.658668e+01
y_rep[175] 1.758762e+01 2.724389e-03 0.211461948 1.719226e+01
y_rep[176] 1.787206e+01 3.366174e-03 0.258868987 1.748136e+01
y_rep[177] 1.722549e+01 3.917314e-03 0.303680411 1.683117e+01
y_rep[178] 1.739579e+01 3.020692e-03 0.225354363 1.701680e+01
y_rep[179] 1.761270e+01 2.832188e-03 0.216209220 1.721544e+01
y_rep[180] 1.737327e+01 2.613465e-03 0.203317286 1.698873e+01
y_rep[181] 1.720221e+01 2.720673e-03 0.206477382 1.681586e+01
y_rep[182] 1.725618e+01 3.654579e-03 0.280296421 1.686532e+01
y_rep[183] 1.687430e+01 3.489576e-03 0.275103167 1.645265e+01
y_rep[184] 1.732901e+01 2.776940e-03 0.216176321 1.692749e+01
y_rep[185] 1.751192e+01 4.018536e-03 0.310854031 1.711579e+01
y_rep[186] 1.709955e+01 2.810858e-03 0.218135793 1.666747e+01
y_rep[187] 1.712121e+01 2.714432e-03 0.211289668 1.671346e+01
y_rep[188] 1.709982e+01 2.717577e-03 0.208700704 1.670644e+01
y_rep[189] 1.755155e+01 2.953731e-03 0.223376820 1.716941e+01
y_rep[190] 1.767150e+01 2.783426e-03 0.204617621 1.727131e+01
y_rep[191] 1.871136e+01 2.772357e-03 0.208217898 1.833321e+01
y_rep[192] 1.726075e+01 2.764620e-03 0.213486628 1.684961e+01
y_rep[193] 1.433319e+01 2.761393e-03 0.216243531 1.391168e+01
y_rep[194] 1.420179e+01 2.865917e-03 0.215707608 1.380821e+01
y_rep[195] 1.381844e+01 2.733495e-03 0.205132753 1.342014e+01
y_rep[196] 1.312922e+01 2.866007e-03 0.219612230 1.272104e+01
y_rep[197] 1.291099e+01 2.700309e-03 0.205678528 1.251064e+01
y_rep[198] 1.321805e+01 2.917309e-03 0.225210606 1.280538e+01
y_rep[199] 1.394851e+01 2.919577e-03 0.220780076 1.354075e+01
y_rep[200] 1.391937e+01 2.772657e-03 0.219748620 1.352776e+01
y_rep[201] 1.362984e+01 2.858488e-03 0.219357488 1.323970e+01
y_rep[202] 1.316963e+01 2.814295e-03 0.217017045 1.279429e+01
y_rep[203] 1.304148e+01 2.672282e-03 0.205782927 1.265588e+01
y_rep[204] 1.441412e+01 2.882498e-03 0.227422759 1.400945e+01
y_rep[205] 1.553845e+01 3.302724e-03 0.258518589 1.514749e+01
y_rep[206] 1.546655e+01 2.607342e-03 0.203932252 1.507606e+01
y_rep[207] 1.514071e+01 3.202151e-03 0.245057845 1.476503e+01
y_rep[208] 1.516864e+01 2.731911e-03 0.210061366 1.477696e+01
y_rep[209] 1.473872e+01 2.824248e-03 0.209987703 1.435724e+01
y_rep[210] 1.479061e+01 2.676232e-03 0.205821303 1.439796e+01
y_rep[211] 1.483340e+01 2.737816e-03 0.211277041 1.441725e+01
y_rep[212] 1.493693e+01 2.895226e-03 0.224123011 1.453994e+01
y_rep[213] 1.446510e+01 2.851815e-03 0.218402900 1.406707e+01
y_rep[214] 1.406793e+01 2.856132e-03 0.217750044 1.368120e+01
y_rep[215] 1.363810e+01 2.770717e-03 0.203179879 1.323175e+01
y_rep[216] 1.343863e+01 2.788710e-03 0.216780250 1.305551e+01
y_rep[217] 1.355783e+01 2.832088e-03 0.220013460 1.318585e+01
y_rep[218] 1.408731e+01 3.060551e-03 0.242691309 1.368617e+01
y_rep[219] 1.435600e+01 2.602989e-03 0.200765747 1.397012e+01
y_rep[220] 1.418912e+01 2.694126e-03 0.210310769 1.380509e+01
y_rep[221] 1.374778e+01 3.290766e-03 0.254415103 1.332409e+01
y_rep[222] 1.313928e+01 3.423092e-03 0.272664430 1.275219e+01
y_rep[223] 1.316617e+01 2.955207e-03 0.226120168 1.276490e+01
y_rep[224] 1.316740e+01 2.855192e-03 0.222078702 1.276989e+01
y_rep[225] 1.361024e+01 2.833662e-03 0.223705039 1.319657e+01
y_rep[226] 1.329272e+01 2.965435e-03 0.227687019 1.290460e+01
y_rep[227] 1.270931e+01 2.649644e-03 0.204949721 1.230960e+01
y_rep[228] 1.193789e+01 2.810806e-03 0.217124967 1.152885e+01
y_rep[229] 1.171925e+01 2.884988e-03 0.226408821 1.131856e+01
y_rep[230] 1.150280e+01 3.820261e-03 0.294900027 1.110185e+01
y_rep[231] 1.164851e+01 4.071178e-03 0.309212555 1.125225e+01
y_rep[232] 1.261111e+01 2.829520e-03 0.220302351 1.221367e+01
y_rep[233] 1.260573e+01 3.339445e-03 0.259264734 1.219988e+01
y_rep[234] 1.214371e+01 2.819089e-03 0.214453103 1.174663e+01
y_rep[235] 1.236023e+01 2.821037e-03 0.216007026 1.197255e+01
y_rep[236] 1.260357e+01 2.547674e-03 0.199439107 1.221718e+01
y_rep[237] 1.264660e+01 3.198599e-03 0.243195930 1.222501e+01
y_rep[238] 1.261391e+01 3.077081e-03 0.230518007 1.223056e+01
y_rep[239] 1.347784e+01 2.859747e-03 0.209540419 1.308186e+01
y_rep[240] 1.404177e+01 2.751596e-03 0.210864862 1.363290e+01
y_rep[241] 1.352080e+01 2.845242e-03 0.222109755 1.312480e+01
y_rep[242] 1.345034e+01 3.279556e-03 0.246680203 1.302728e+01
y_rep[243] 1.352102e+01 2.931598e-03 0.229031772 1.310237e+01
y_rep[244] 1.355494e+01 3.432331e-03 0.267672946 1.313057e+01
y_rep[245] 1.385641e+01 2.676830e-03 0.201913480 1.349177e+01
y_rep[246] 1.445581e+01 5.866043e-03 0.452188693 1.404888e+01
y_rep[247] 1.406449e+01 2.896316e-03 0.214077405 1.367187e+01
y_rep[248] 1.369041e+01 2.886565e-03 0.219135797 1.329213e+01
y_rep[249] 1.383687e+01 2.974529e-03 0.218627939 1.342799e+01
y_rep[250] 1.352835e+01 2.742848e-03 0.216840710 1.311857e+01
y_rep[251] 1.415305e+01 2.744938e-03 0.206675703 1.375815e+01
y_rep[252] 1.453738e+01 2.842623e-03 0.220381418 1.412739e+01
y_rep[253] 1.455744e+01 3.065593e-03 0.231010624 1.416146e+01
y_rep[254] 1.414891e+01 3.034577e-03 0.231826419 1.374402e+01
y_rep[255] 1.373598e+01 2.852483e-03 0.215203541 1.333700e+01
y_rep[256] 1.370218e+01 2.944545e-03 0.221843225 1.329548e+01
y_rep[257] 1.394205e+01 2.842629e-03 0.212810025 1.353594e+01
y_rep[258] 1.393326e+01 3.068569e-03 0.235821480 1.354410e+01
y_rep[259] 1.362393e+01 2.754073e-03 0.209258351 1.324605e+01
y_rep[260] 1.359408e+01 2.975642e-03 0.228118958 1.319228e+01
y_rep[261] 1.351291e+01 2.848044e-03 0.216103517 1.311366e+01
y_rep[262] 1.241568e+01 2.779258e-03 0.213256756 1.203815e+01
y_rep[263] 1.211985e+01 3.000179e-03 0.238136768 1.170979e+01
y_rep[264] 1.236946e+01 3.223752e-03 0.241002027 1.197451e+01
y_rep[265] 1.245515e+01 2.832029e-03 0.216645108 1.206817e+01
y_rep[266] 1.343242e+01 3.827819e-03 0.287448198 1.306224e+01
y_rep[267] 1.316632e+01 2.826680e-03 0.216995052 1.275671e+01
y_rep[268] 1.270856e+01 3.033986e-03 0.230630968 1.230924e+01
y_rep[269] 1.257497e+01 3.041677e-03 0.235782528 1.218683e+01
y_rep[270] 1.303788e+01 2.723164e-03 0.209087053 1.264264e+01
y_rep[271] 1.353623e+01 3.381708e-03 0.257652667 1.311982e+01
y_rep[272] 1.375816e+01 2.851754e-03 0.218964432 1.336272e+01
y_rep[273] 1.356810e+01 3.963872e-03 0.306937448 1.317779e+01
y_rep[274] 1.347149e+01 3.120690e-03 0.228197678 1.306040e+01
y_rep[275] 1.281886e+01 2.904212e-03 0.223838198 1.241049e+01
y_rep[276] 1.265495e+01 2.671787e-03 0.208140482 1.224930e+01
y_rep[277] 1.270509e+01 3.256298e-03 0.245258607 1.229561e+01
y_rep[278] 1.286273e+01 2.774994e-03 0.214935884 1.246503e+01
y_rep[279] 1.285427e+01 2.823831e-03 0.217210074 1.246117e+01
y_rep[280] 1.292204e+01 3.409485e-03 0.261540078 1.253113e+01
y_rep[281] 1.280118e+01 2.881762e-03 0.222033031 1.241405e+01
y_rep[282] 1.262709e+01 3.786874e-03 0.291295667 1.223190e+01
y_rep[283] 1.324645e+01 2.953403e-03 0.219476953 1.285792e+01
y_rep[284] 1.307840e+01 3.040522e-03 0.230908198 1.268978e+01
y_rep[285] 1.357748e+01 2.796172e-03 0.212141623 1.318134e+01
y_rep[286] 1.368014e+01 3.682563e-03 0.287432672 1.328902e+01
y_rep[287] 1.348058e+01 2.782397e-03 0.217331199 1.307230e+01
y_rep[288] 1.320493e+01 2.735531e-03 0.206996181 1.280035e+01
y_rep[289] 1.282213e+01 2.929888e-03 0.230534394 1.243699e+01
y_rep[290] 1.272656e+01 2.770784e-03 0.212496658 1.232939e+01
y_rep[291] 1.289765e+01 2.683940e-03 0.203816647 1.252141e+01
y_rep[292] 1.305702e+01 2.992305e-03 0.230876943 1.265579e+01
y_rep[293] 1.280406e+01 2.958566e-03 0.224505260 1.240940e+01
y_rep[294] 1.263589e+01 2.817422e-03 0.210278002 1.226101e+01
y_rep[295] 1.294811e+01 2.898766e-03 0.222057078 1.252467e+01
y_rep[296] 1.347642e+01 5.525987e-03 0.430235979 1.304364e+01
y_rep[297] 1.316593e+01 2.705654e-03 0.206739853 1.276089e+01
y_rep[298] 1.452127e+01 2.624607e-03 0.206366817 1.415267e+01
y_rep[299] 1.464252e+01 2.803416e-03 0.214802937 1.423093e+01
y_rep[300] 1.493021e+01 2.837650e-03 0.218566454 1.451077e+01
y_rep[301] 1.488651e+01 3.455617e-03 0.263593313 1.450368e+01
y_rep[302] 1.488644e+01 2.912538e-03 0.223040506 1.447961e+01
y_rep[303] 1.477535e+01 3.080798e-03 0.241253045 1.434439e+01
y_rep[304] 1.488920e+01 2.865324e-03 0.226436281 1.450013e+01
y_rep[305] 1.485474e+01 2.841052e-03 0.217253207 1.445519e+01
y_rep[306] 1.462176e+01 2.832372e-03 0.212161270 1.423172e+01
y_rep[307] 1.463042e+01 3.294414e-03 0.254160769 1.424280e+01
y_rep[308] 1.462074e+01 2.918900e-03 0.225974581 1.421412e+01
y_rep[309] 1.555628e+01 3.097995e-03 0.227915740 1.516175e+01
y_rep[310] 1.601195e+01 2.811019e-03 0.211664169 1.562845e+01
y_rep[311] 1.576464e+01 2.885668e-03 0.214814585 1.536248e+01
y_rep[312] 1.570263e+01 2.824695e-03 0.216974711 1.531709e+01
y_rep[313] 1.586881e+01 2.910478e-03 0.227683275 1.550344e+01
y_rep[314] 1.568575e+01 2.898780e-03 0.219436261 1.528692e+01
y_rep[315] 1.535123e+01 2.946297e-03 0.221907162 1.494747e+01
y_rep[316] 1.522605e+01 3.033897e-03 0.233804838 1.481674e+01
y_rep[317] 1.491267e+01 2.873372e-03 0.224993531 1.451936e+01
y_rep[318] 1.471610e+01 2.778196e-03 0.209401377 1.433636e+01
y_rep[319] 1.480969e+01 2.886697e-03 0.226776720 1.439655e+01
y_rep[320] 1.406654e+01 3.065568e-03 0.233855764 1.367560e+01
y_rep[321] 1.313875e+01 2.906449e-03 0.223126987 1.274523e+01
y_rep[322] 1.307988e+01 2.770741e-03 0.215745903 1.267451e+01
y_rep[323] 1.259189e+01 3.249458e-03 0.252074185 1.218849e+01
y_rep[324] 1.281738e+01 2.699674e-03 0.208355682 1.242831e+01
y_rep[325] 1.312982e+01 3.193425e-03 0.248090797 1.274780e+01
y_rep[326] 1.324470e+01 4.022410e-03 0.310151125 1.284564e+01
y_rep[327] 1.357325e+01 2.776697e-03 0.206346571 1.320527e+01
y_rep[328] 1.349611e+01 2.946742e-03 0.231459941 1.311055e+01
y_rep[329] 1.351563e+01 2.853663e-03 0.218990716 1.310800e+01
y_rep[330] 1.354208e+01 2.594454e-03 0.203142175 1.314453e+01
y_rep[331] 1.358123e+01 2.718367e-03 0.212945906 1.318328e+01
y_rep[332] 1.289528e+01 2.686224e-03 0.208878477 1.248263e+01
y_rep[333] 1.346405e+01 2.832861e-03 0.220349062 1.304489e+01
y_rep[334] 1.361439e+01 2.786101e-03 0.214927503 1.322331e+01
y_rep[335] 1.340625e+01 2.864689e-03 0.222014001 1.302597e+01
y_rep[336] 1.320607e+01 3.250645e-03 0.250033616 1.282932e+01
y_rep[337] 1.317786e+01 2.600306e-03 0.204414597 1.278444e+01
y_rep[338] 1.369580e+01 2.839323e-03 0.220861874 1.328759e+01
y_rep[339] 1.387937e+01 2.837663e-03 0.213089888 1.349392e+01
y_rep[340] 1.416099e+01 2.775088e-03 0.211845024 1.377351e+01
y_rep[341] 1.382145e+01 2.822666e-03 0.214206085 1.344145e+01
y_rep[342] 1.394613e+01 3.105085e-03 0.237891264 1.352408e+01
y_rep[343] 1.422268e+01 2.669634e-03 0.205314510 1.383641e+01
y_rep[344] 1.403349e+01 2.628108e-03 0.203801029 1.365083e+01
y_rep[345] 1.426139e+01 2.824326e-03 0.213863171 1.387503e+01
y_rep[346] 1.452340e+01 2.607432e-03 0.198515186 1.413864e+01
y_rep[347] 1.405718e+01 2.718733e-03 0.208392935 1.365944e+01
y_rep[348] 1.398778e+01 2.842586e-03 0.226973428 1.357305e+01
y_rep[349] 1.381118e+01 2.793645e-03 0.217269660 1.341561e+01
y_rep[350] 1.388990e+01 3.031353e-03 0.226047134 1.346753e+01
y_rep[351] 1.398105e+01 2.903143e-03 0.224733511 1.356859e+01
y_rep[352] 1.444757e+01 3.106687e-03 0.231241593 1.405842e+01
y_rep[353] 1.447713e+01 2.759214e-03 0.213969778 1.407729e+01
y_rep[354] 1.532568e+01 3.087725e-03 0.229127931 1.492706e+01
y_rep[355] 1.534976e+01 2.829815e-03 0.211930277 1.495696e+01
y_rep[356] 1.540136e+01 2.916705e-03 0.228730621 1.503118e+01
y_rep[357] 1.734065e+01 3.053664e-03 0.241984514 1.693986e+01
y_rep[358] 1.907016e+01 2.933375e-03 0.226234320 1.866952e+01
y_rep[359] 1.820754e+01 2.852360e-03 0.213071174 1.781763e+01
y_rep[360] 1.903752e+01 2.792181e-03 0.216842869 1.862614e+01
y_rep[361] 1.896686e+01 3.270325e-03 0.253921546 1.856916e+01
y_rep[362] 1.908936e+01 2.882875e-03 0.221003111 1.871673e+01
y_rep[363] 2.008375e+01 2.973464e-03 0.226575684 1.970873e+01
y_rep[364] 2.047227e+01 2.979611e-03 0.230483003 2.008676e+01
y_rep[365] 2.008226e+01 2.825927e-03 0.217017767 1.969361e+01
y_rep[366] 2.030617e+01 2.855547e-03 0.216320209 1.990010e+01
y_rep[367] 2.104460e+01 2.737532e-03 0.220789306 2.064947e+01
y_rep[368] 2.094330e+01 2.753684e-03 0.211005648 2.056032e+01
y_rep[369] 2.142841e+01 3.432016e-03 0.259432724 2.103863e+01
y_rep[370] 2.180836e+01 3.168434e-03 0.235843878 2.141881e+01
y_rep[371] 2.136676e+01 2.717717e-03 0.202467920 2.098120e+01
y_rep[372] 2.195672e+01 2.714900e-03 0.210688309 2.157512e+01
y_rep[373] 2.218530e+01 2.722772e-03 0.208520160 2.179475e+01
y_rep[374] 2.192081e+01 2.849750e-03 0.225858920 2.152237e+01
y_rep[375] 2.194995e+01 2.914112e-03 0.215799761 2.155628e+01
y_rep[376] 2.205675e+01 3.818961e-03 0.277952250 2.166134e+01
y_rep[377] 2.194729e+01 2.728299e-03 0.212738227 2.156638e+01
y_rep[378] 2.189579e+01 2.656333e-03 0.203829427 2.148888e+01
y_rep[379] 2.157584e+01 2.779265e-03 0.214080022 2.119864e+01
y_rep[380] 1.954673e+01 3.028934e-03 0.224504533 1.914384e+01
y_rep[381] 1.996170e+01 2.695085e-03 0.213852468 1.955589e+01
y_rep[382] 2.066750e+01 3.032518e-03 0.233535541 2.027904e+01
y_rep[383] 2.030574e+01 2.866358e-03 0.216714621 1.990478e+01
y_rep[384] 2.000019e+01 3.151786e-03 0.237906977 1.958238e+01
y_rep[385] 1.979600e+01 3.363768e-03 0.257333200 1.937349e+01
y_rep[386] 1.935863e+01 3.300912e-03 0.247564904 1.895977e+01
y_rep[387] 1.985378e+01 2.632282e-03 0.201544188 1.948556e+01
y_rep[388] 2.034411e+01 2.922565e-03 0.224620173 1.997041e+01
y_rep[389] 2.002694e+01 2.953464e-03 0.226044261 1.964259e+01
y_rep[390] 1.946635e+01 3.295119e-03 0.256523505 1.905423e+01
y_rep[391] 1.928589e+01 3.820545e-03 0.292543579 1.889417e+01
y_rep[392] 1.860242e+01 3.386489e-03 0.258698488 1.820375e+01
y_rep[393] 1.892760e+01 2.651493e-03 0.203931842 1.856549e+01
y_rep[394] 1.894302e+01 2.628634e-03 0.204960419 1.856061e+01
y_rep[395] 1.858167e+01 2.750650e-03 0.210467830 1.818426e+01
y_rep[396] 1.810049e+01 3.207451e-03 0.244127206 1.770183e+01
y_rep[397] 1.802817e+01 2.763645e-03 0.214136073 1.763341e+01
y_rep[398] 1.803028e+01 3.001291e-03 0.223272557 1.763846e+01
y_rep[399] 1.790260e+01 2.985702e-03 0.230545072 1.748631e+01
y_rep[400] 1.751211e+01 3.192332e-03 0.247640072 1.712171e+01
y_rep[401] 1.769466e+01 2.898969e-03 0.225300596 1.729125e+01
y_rep[402] 1.757458e+01 2.809252e-03 0.218288551 1.718092e+01
y_rep[403] 1.727560e+01 3.020849e-03 0.224310959 1.689295e+01
y_rep[404] 1.674935e+01 2.687494e-03 0.211508975 1.635064e+01
y_rep[405] 1.596074e+01 2.717407e-03 0.211365142 1.558018e+01
y_rep[406] 1.609110e+01 3.163453e-03 0.241849431 1.568269e+01
y_rep[407] 1.640205e+01 2.787600e-03 0.219185601 1.602110e+01
y_rep[408] 1.621250e+01 2.665299e-03 0.208938580 1.583398e+01
y_rep[409] 1.595238e+01 3.028503e-03 0.229745461 1.555841e+01
y_rep[410] 1.538108e+01 3.048734e-03 0.222740575 1.499403e+01
y_rep[411] 1.515029e+01 2.980674e-03 0.212350178 1.475818e+01
y_rep[412] 1.532705e+01 2.717161e-03 0.209826615 1.494650e+01
y_rep[413] 1.532338e+01 2.739876e-03 0.211637843 1.494356e+01
y_rep[414] 1.503726e+01 3.784832e-03 0.286974125 1.463116e+01
y_rep[415] 1.496623e+01 2.918065e-03 0.227289047 1.456675e+01
y_rep[416] 1.512239e+01 2.729545e-03 0.209595667 1.473432e+01
y_rep[417] 1.482542e+01 4.706448e-03 0.352882692 1.441416e+01
y_rep[418] 1.506507e+01 3.604638e-03 0.272823373 1.465242e+01
y_rep[419] 1.607091e+01 2.792711e-03 0.217821287 1.568491e+01
y_rep[420] 1.586354e+01 2.741598e-03 0.212202987 1.544975e+01
y_rep[421] 1.565271e+01 2.750058e-03 0.212888374 1.525895e+01
y_rep[422] 1.527812e+01 2.647784e-03 0.204800325 1.490018e+01
y_rep[423] 1.492929e+01 2.721139e-03 0.206195756 1.452010e+01
y_rep[424] 1.543693e+01 3.026913e-03 0.234893950 1.503859e+01
y_rep[425] 1.589765e+01 2.799378e-03 0.220767604 1.549889e+01
y_rep[426] 1.589027e+01 2.758253e-03 0.216812882 1.550143e+01
y_rep[427] 1.590592e+01 2.945723e-03 0.229605152 1.552085e+01
y_rep[428] 1.601666e+01 2.898714e-03 0.219139574 1.560823e+01
y_rep[429] 1.572409e+01 3.189807e-03 0.239193463 1.534136e+01
y_rep[430] 1.579203e+01 2.876222e-03 0.219152626 1.540511e+01
y_rep[431] 1.613267e+01 3.021892e-03 0.231583072 1.571745e+01
y_rep[432] 1.592295e+01 2.755366e-03 0.212792204 1.553385e+01
y_rep[433] 1.617809e+01 2.840997e-03 0.219939124 1.577460e+01
y_rep[434] 1.646991e+01 2.972638e-03 0.230990660 1.607631e+01
y_rep[435] 1.618096e+01 2.888855e-03 0.223556755 1.578362e+01
y_rep[436] 1.590164e+01 3.110569e-03 0.239808419 1.551525e+01
y_rep[437] 1.631416e+01 2.847450e-03 0.218152776 1.590721e+01
y_rep[438] 1.591727e+01 2.826800e-03 0.219412703 1.553614e+01
y_rep[439] 1.571932e+01 2.886061e-03 0.221556837 1.532195e+01
y_rep[440] 1.576717e+01 3.045137e-03 0.231589055 1.537984e+01
y_rep[441] 1.563327e+01 2.630192e-03 0.209498374 1.525332e+01
y_rep[442] 1.528666e+01 3.236086e-03 0.251049098 1.488480e+01
y_rep[443] 1.550371e+01 3.040520e-03 0.232016252 1.510932e+01
y_rep[444] 1.517285e+01 3.071870e-03 0.234982913 1.476928e+01
y_rep[445] 1.512673e+01 2.851404e-03 0.211598895 1.471478e+01
y_rep[446] 1.573535e+01 2.784242e-03 0.214981141 1.533300e+01
y_rep[447] 1.567633e+01 2.899306e-03 0.225576841 1.525116e+01
y_rep[448] 1.470968e+01 2.885760e-03 0.220600560 1.431894e+01
y_rep[449] 1.487435e+01 2.948752e-03 0.223600207 1.446120e+01
y_rep[450] 1.467230e+01 3.112766e-03 0.241304085 1.428594e+01
y_rep[451] 1.443514e+01 3.359640e-03 0.260162690 1.402013e+01
y_rep[452] 1.435539e+01 2.917552e-03 0.226625619 1.397254e+01
y_rep[453] 1.399180e+01 2.882440e-03 0.222200202 1.360161e+01
y_rep[454] 1.363313e+01 2.969426e-03 0.226027705 1.322981e+01
y_rep[455] 1.482988e+01 2.563603e-03 0.199911726 1.443352e+01
y_rep[456] 1.489001e+01 2.898213e-03 0.216164536 1.450907e+01
y_rep[457] 1.471575e+01 8.830472e-03 0.681841747 1.430893e+01
y_rep[458] 1.485843e+01 2.963898e-03 0.232187110 1.443618e+01
y_rep[459] 1.494180e+01 2.883439e-03 0.221037692 1.453900e+01
y_rep[460] 1.444727e+01 2.674129e-03 0.202518014 1.405982e+01
y_rep[461] 1.480921e+01 3.453411e-03 0.265121813 1.441020e+01
y_rep[462] 1.456948e+01 3.098258e-03 0.240994821 1.418536e+01
y_rep[463] 1.413704e+01 2.999450e-03 0.226554774 1.373880e+01
y_rep[464] 1.412699e+01 2.901970e-03 0.222526383 1.374885e+01
y_rep[465] 1.384111e+01 2.790299e-03 0.224411521 1.343973e+01
y_rep[466] 1.384258e+01 2.662387e-03 0.205422418 1.345084e+01
y_rep[467] 1.542001e+01 2.825500e-03 0.215101755 1.502268e+01
y_rep[468] 1.506010e+01 2.720675e-03 0.210258433 1.466268e+01
y_rep[469] 1.524103e+01 2.640636e-03 0.209726217 1.486784e+01
y_rep[470] 1.570196e+01 2.617155e-03 0.207128062 1.532633e+01
y_rep[471] 1.596932e+01 3.035346e-03 0.219491098 1.556498e+01
y_rep[472] 1.562427e+01 2.650976e-03 0.203985767 1.524160e+01
y_rep[473] 1.909025e+01 2.819600e-03 0.220620782 1.870859e+01
y_rep[474] 2.213761e+01 2.945538e-03 0.219788939 2.173044e+01
y_rep[475] 2.179318e+01 2.822752e-03 0.215079617 2.139619e+01
y_rep[476] 2.183408e+01 6.568219e-03 0.507695609 2.143227e+01
y_rep[477] 2.157529e+01 2.850667e-03 0.220491894 2.116789e+01
y_rep[478] 2.061136e+01 3.345229e-03 0.248192306 2.022188e+01
y_rep[479] 2.145421e+01 3.032197e-03 0.234025281 2.105602e+01
y_rep[480] 2.124151e+01 2.825990e-03 0.214539622 2.083674e+01
y_rep[481] 2.108737e+01 2.878712e-03 0.222004674 2.071166e+01
y_rep[482] 2.102491e+01 3.057641e-03 0.227665791 2.062985e+01
y_rep[483] 2.128227e+01 3.207279e-03 0.244923053 2.087016e+01
y_rep[484] 2.132538e+01 2.975453e-03 0.227620420 2.094046e+01
y_rep[485] 2.159271e+01 2.941944e-03 0.231922322 2.120743e+01
y_rep[486] 2.179472e+01 3.187822e-03 0.243224386 2.139152e+01
y_rep[487] 2.141509e+01 3.366627e-03 0.231723893 2.103139e+01
y_rep[488] 2.238600e+01 2.929172e-03 0.222077374 2.199230e+01
y_rep[489] 2.216558e+01 2.910530e-03 0.213901816 2.179246e+01
y_rep[490] 2.145405e+01 2.968924e-03 0.238155331 2.107032e+01
y_rep[491] 2.150684e+01 2.846351e-03 0.221307764 2.111128e+01
y_rep[492] 2.120577e+01 3.076935e-03 0.238383891 2.081405e+01
y_rep[493] 2.076265e+01 3.487155e-03 0.264786815 2.034931e+01
y_rep[494] 2.113202e+01 2.889625e-03 0.223324395 2.073063e+01
y_rep[495] 2.098003e+01 2.937216e-03 0.224217704 2.057639e+01
y_rep[496] 1.907082e+01 2.951930e-03 0.226193128 1.863234e+01
y_rep[497] 1.584871e+01 2.740359e-03 0.210988724 1.546558e+01
y_rep[498] 1.644313e+01 2.739331e-03 0.212695894 1.602208e+01
y_rep[499] 1.664157e+01 2.872721e-03 0.211559689 1.625236e+01
y_rep[500] 1.569648e+01 2.744691e-03 0.215116575 1.529165e+01
y_rep[501] 1.585076e+01 2.839461e-03 0.222567008 1.545121e+01
y_rep[502] 1.544575e+01 3.608489e-03 0.279454070 1.502324e+01
y_rep[503] 1.562373e+01 2.821704e-03 0.219591763 1.519485e+01
y_rep[504] 1.564994e+01 3.376187e-03 0.266843665 1.526187e+01
y_rep[505] 1.526290e+01 2.972697e-03 0.231185416 1.487254e+01
y_rep[506] 1.494770e+01 2.825776e-03 0.213925910 1.454706e+01
y_rep[507] 1.478736e+01 3.015251e-03 0.222746481 1.441086e+01
y_rep[508] 1.420293e+01 2.725888e-03 0.212924717 1.381527e+01
y_rep[509] 1.449066e+01 2.783986e-03 0.215094162 1.409810e+01
y_rep[510] 1.413595e+01 2.850128e-03 0.216652082 1.373699e+01
y_rep[511] 1.356527e+01 3.012520e-03 0.224022527 1.316597e+01
y_rep[512] 1.369886e+01 2.876041e-03 0.218489216 1.329261e+01
y_rep[513] 1.327039e+01 3.363458e-03 0.259778393 1.286637e+01
y_rep[514] 1.284453e+01 3.079259e-03 0.228222736 1.245663e+01
y_rep[515] 1.288540e+01 2.971155e-03 0.230425011 1.249521e+01
y_rep[516] 1.320197e+01 2.960760e-03 0.225718744 1.282254e+01
y_rep[517] 1.281140e+01 2.703350e-03 0.207037405 1.242312e+01
y_rep[518] 1.302143e+01 2.722488e-03 0.208492446 1.265720e+01
y_rep[519] 1.298161e+01 4.771003e-03 0.372463725 1.257006e+01
y_rep[520] 1.237589e+01 2.943790e-03 0.217875577 1.197029e+01
y_rep[521] 1.269750e+01 3.314208e-03 0.262734906 1.229152e+01
y_rep[522] 1.256166e+01 3.414466e-03 0.271951825 1.214539e+01
y_rep[523] 1.234499e+01 3.007576e-03 0.233581864 1.194830e+01
y_rep[524] 1.218774e+01 2.985509e-03 0.230626270 1.178377e+01
y_rep[525] 1.229968e+01 2.755813e-03 0.218480814 1.190495e+01
y_rep[526] 1.179177e+01 2.743651e-03 0.215300959 1.139864e+01
y_rep[527] 1.172954e+01 2.704525e-03 0.210740923 1.134258e+01
y_rep[528] 1.225316e+01 3.249001e-03 0.244175817 1.187760e+01
y_rep[529] 1.199437e+01 2.729337e-03 0.212893537 1.158253e+01
y_rep[530] 1.229562e+01 3.012011e-03 0.226783854 1.189471e+01
y_rep[531] 1.210389e+01 2.951203e-03 0.225234691 1.171861e+01
y_rep[532] 1.146084e+01 3.046648e-03 0.232338443 1.107125e+01
y_rep[533] 1.171915e+01 2.856996e-03 0.220334689 1.131073e+01
y_rep[534] 1.187507e+01 2.843023e-03 0.219995501 1.149612e+01
y_rep[535] 1.167931e+01 2.729094e-03 0.208557403 1.127013e+01
y_rep[536] 1.265661e+01 2.906243e-03 0.228259289 1.226054e+01
y_rep[537] 1.225831e+01 2.627874e-03 0.207382863 1.183903e+01
y_rep[538] 1.182513e+01 2.706240e-03 0.211976083 1.142469e+01
y_rep[539] 1.187218e+01 2.868447e-03 0.224065276 1.146836e+01
y_rep[540] 1.155665e+01 3.032114e-03 0.235085082 1.114936e+01
y_rep[541] 1.149746e+01 3.289711e-03 0.253043013 1.112725e+01
y_rep[542] 1.159091e+01 2.776892e-03 0.211197245 1.120153e+01
y_rep[543] 1.134316e+01 2.962646e-03 0.234791086 1.095051e+01
y_rep[544] 1.114307e+01 2.625375e-03 0.201306552 1.076395e+01
y_rep[545] 1.170511e+01 3.149877e-03 0.232430734 1.129906e+01
y_rep[546] 1.132217e+01 3.391516e-03 0.260373625 1.092540e+01
y_rep[547] 1.137287e+01 2.610922e-03 0.201850981 1.099400e+01
y_rep[548] 1.129395e+01 2.869424e-03 0.219456034 1.089856e+01
y_rep[549] 1.162085e+01 2.917418e-03 0.230265155 1.122971e+01
y_rep[550] 1.154901e+01 3.039935e-03 0.234940594 1.114341e+01
y_rep[551] 1.125953e+01 2.520172e-03 0.193819292 1.089283e+01
y_rep[552] 1.098870e+01 2.972168e-03 0.227191980 1.057459e+01
y_rep[553] 1.085129e+01 2.907628e-03 0.217494655 1.045389e+01
y_rep[554] 1.103499e+01 3.186347e-03 0.245536654 1.063080e+01
y_rep[555] 1.097193e+01 2.809321e-03 0.211235225 1.058416e+01
y_rep[556] 1.043010e+01 2.731053e-03 0.212168691 1.003307e+01
y_rep[557] 1.024635e+01 2.766595e-03 0.208102883 9.870340e+00
y_rep[558] 1.032953e+01 2.844293e-03 0.217189912 9.935820e+00
y_rep[559] 1.006231e+01 2.746930e-03 0.210071634 9.662290e+00
y_rep[560] 1.325073e+01 3.842999e-03 0.282860618 1.285749e+01
y_rep[561] 1.280787e+01 2.996287e-03 0.226968773 1.243287e+01
y_rep[562] 1.265150e+01 3.144347e-03 0.238546314 1.223637e+01
y_rep[563] 1.299648e+01 3.008705e-03 0.233370380 1.262892e+01
y_rep[564] 1.347196e+01 2.740009e-03 0.214360231 1.308852e+01
y_rep[565] 1.296943e+01 2.900175e-03 0.214511190 1.257083e+01
y_rep[566] 1.319416e+01 2.910974e-03 0.224288915 1.276554e+01
y_rep[567] 1.292494e+01 2.984502e-03 0.233080684 1.252674e+01
y_rep[568] 1.252336e+01 2.883425e-03 0.221829780 1.214010e+01
y_rep[569] 1.285381e+01 2.722108e-03 0.212846466 1.247544e+01
y_rep[570] 1.271835e+01 2.590049e-03 0.200993157 1.234420e+01
y_rep[571] 1.268177e+01 2.728406e-03 0.212107400 1.228982e+01
y_rep[572] 1.230887e+01 2.719775e-03 0.205521449 1.190664e+01
y_rep[573] 1.236082e+01 2.895967e-03 0.223859364 1.196634e+01
y_rep[574] 1.210016e+01 2.951368e-03 0.228365712 1.170190e+01
y_rep[575] 1.231985e+01 2.964317e-03 0.227935858 1.191754e+01
y_rep[576] 1.206061e+01 2.785254e-03 0.213845915 1.165657e+01
y_rep[577] 1.197556e+01 2.977982e-03 0.230146047 1.158037e+01
y_rep[578] 1.235087e+01 2.626664e-03 0.208045340 1.194699e+01
y_rep[579] 1.234256e+01 2.972981e-03 0.224488416 1.193252e+01
y_rep[580] 1.203950e+01 2.831967e-03 0.216510767 1.163580e+01
y_rep[581] 1.213493e+01 2.773492e-03 0.207131992 1.176153e+01
y_rep[582] 1.217673e+01 3.043332e-03 0.225885860 1.178538e+01
y_rep[583] 1.101544e+01 2.736886e-03 0.216044319 1.060962e+01
y_rep[584] 1.106251e+01 2.924973e-03 0.219900642 1.064946e+01
y_rep[585] 1.084444e+01 3.097068e-03 0.234922071 1.043376e+01
y_rep[586] 1.047736e+01 2.946503e-03 0.220094931 1.007719e+01
y_rep[587] 1.060037e+01 3.158716e-03 0.242646198 1.019559e+01
y_rep[588] 1.124122e+01 2.659319e-03 0.211186607 1.086259e+01
y_rep[589] 1.126447e+01 2.896645e-03 0.220262238 1.086589e+01
y_rep[590] 1.153394e+01 2.949524e-03 0.212652096 1.112120e+01
y_rep[591] 1.160233e+01 2.883745e-03 0.225251538 1.120024e+01
y_rep[592] 1.770516e+01 3.683055e-03 0.272435654 1.723694e+01
y_rep[593] 1.865867e+01 3.232281e-03 0.234524762 1.823825e+01
y_rep[594] 1.919643e+01 2.791675e-03 0.212287998 1.880050e+01
y_rep[595] 1.858587e+01 2.994691e-03 0.236008447 1.818056e+01
y_rep[596] 1.907095e+01 3.200638e-03 0.244575188 1.869497e+01
y_rep[597] 1.942681e+01 3.147534e-03 0.238219891 1.903738e+01
y_rep[598] 1.929868e+01 2.619312e-03 0.201054603 1.892429e+01
y_rep[599] 1.959768e+01 2.884294e-03 0.224695429 1.918047e+01
y_rep[600] 1.938698e+01 3.341915e-03 0.241204841 1.898000e+01
y_rep[601] 1.947838e+01 2.839218e-03 0.218178543 1.907034e+01
y_rep[602] 1.958649e+01 3.110455e-03 0.239627900 1.918278e+01
y_rep[603] 2.043256e+01 3.013094e-03 0.223510693 2.001538e+01
y_rep[604] 2.019623e+01 4.324714e-03 0.334733005 1.981510e+01
y_rep[605] 2.001895e+01 2.913012e-03 0.226503804 1.964053e+01
y_rep[606] 2.036656e+01 3.493450e-03 0.265573271 1.995539e+01
y_rep[607] 2.040210e+01 3.109324e-03 0.233035016 2.000964e+01
y_rep[608] 2.043566e+01 2.687994e-03 0.207765276 2.004567e+01
y_rep[609] 2.071951e+01 3.720418e-03 0.283779075 2.034817e+01
y_rep[610] 2.039440e+01 2.683375e-03 0.207148996 2.002579e+01
y_rep[611] 2.073656e+01 2.986637e-03 0.232071151 2.033883e+01
y_rep[612] 2.042147e+01 2.623227e-03 0.202769896 2.000006e+01
y_rep[613] 2.009259e+01 2.916337e-03 0.227351267 1.970237e+01
y_rep[614] 1.823943e+01 2.896387e-03 0.223172701 1.784067e+01
y_rep[615] 1.639655e+01 2.802042e-03 0.216893347 1.599873e+01
y_rep[616] 1.542351e+01 2.555988e-03 0.203954552 1.502656e+01
y_rep[617] 1.567622e+01 3.146941e-03 0.251030788 1.528110e+01
y_rep[618] 1.521081e+01 2.712470e-03 0.210147908 1.482083e+01
y_rep[619] 1.465393e+01 3.550301e-03 0.274883625 1.426788e+01
y_rep[620] 1.465192e+01 2.628363e-03 0.202684760 1.427889e+01
y_rep[621] 1.474148e+01 2.860032e-03 0.221466086 1.436953e+01
y_rep[622] 1.526152e+01 2.721635e-03 0.202902202 1.487730e+01
y_rep[623] 1.542305e+01 2.906570e-03 0.225332411 1.502938e+01
y_rep[624] 1.514023e+01 2.835685e-03 0.215505449 1.476099e+01
y_rep[625] 1.509284e+01 2.661213e-03 0.202517806 1.470389e+01
y_rep[626] 1.453544e+01 2.911685e-03 0.219763568 1.414908e+01
y_rep[627] 1.439096e+01 2.923878e-03 0.223976614 1.398820e+01
y_rep[628] 1.409786e+01 3.006651e-03 0.224615747 1.370036e+01
y_rep[629] 1.379864e+01 2.848939e-03 0.212210051 1.338241e+01
y_rep[630] 1.378046e+01 2.816136e-03 0.218785963 1.337771e+01
y_rep[631] 1.335723e+01 2.923222e-03 0.219602566 1.294492e+01
y_rep[632] 1.338665e+01 3.251880e-03 0.249375225 1.298900e+01
y_rep[633] 1.343712e+01 2.808622e-03 0.215390668 1.305424e+01
y_rep[634] 1.322881e+01 2.897738e-03 0.228757656 1.279854e+01
y_rep[635] 1.275684e+01 3.047203e-03 0.231170795 1.235327e+01
y_rep[636] 1.268567e+01 2.933928e-03 0.230273304 1.229038e+01
y_rep[637] 1.226354e+01 2.867794e-03 0.222644723 1.186128e+01
y_rep[638] 1.275256e+01 3.629525e-03 0.276228512 1.234568e+01
y_rep[639] 1.298340e+01 2.748643e-03 0.215233892 1.259945e+01
y_rep[640] 1.280016e+01 3.421797e-03 0.259591359 1.240204e+01
y_rep[641] 1.257971e+01 2.898725e-03 0.219431537 1.218664e+01
y_rep[642] 1.280888e+01 2.747340e-03 0.214913498 1.240880e+01
y_rep[643] 1.251005e+01 2.764791e-03 0.210595089 1.212191e+01
y_rep[644] 1.234355e+01 2.715211e-03 0.209668316 1.194950e+01
y_rep[645] 1.233609e+01 2.764369e-03 0.213848170 1.197062e+01
y_rep[646] 1.193470e+01 2.690895e-03 0.214155233 1.152768e+01
y_rep[647] 1.193756e+01 2.776411e-03 0.210359950 1.153935e+01
y_rep[648] 1.205228e+01 2.863847e-03 0.225681740 1.165901e+01
y_rep[649] 1.237768e+01 3.339054e-03 0.261431542 1.198516e+01
y_rep[650] 1.242861e+01 2.794148e-03 0.218555009 1.203890e+01
y_rep[651] 1.252130e+01 3.063036e-03 0.223679465 1.211620e+01
y_rep[652] 1.245718e+01 2.805916e-03 0.214514670 1.206209e+01
y_rep[653] 1.247628e+01 2.959314e-03 0.226944443 1.206798e+01
y_rep[654] 1.250527e+01 2.956080e-03 0.223700802 1.211802e+01
y_rep[655] 1.253456e+01 2.700780e-03 0.210951384 1.213540e+01
y_rep[656] 1.248774e+01 2.770836e-03 0.214639717 1.207609e+01
y_rep[657] 1.251135e+01 3.179198e-03 0.243754624 1.209767e+01
y_rep[658] 1.252402e+01 3.033775e-03 0.231063090 1.212481e+01
y_rep[659] 1.256485e+01 3.739236e-03 0.289252348 1.217053e+01
y_rep[660] 1.235930e+01 2.737439e-03 0.208606689 1.196471e+01
y_rep[661] 1.200347e+01 2.839451e-03 0.217620913 1.162363e+01
y_rep[662] 1.212437e+01 2.866974e-03 0.222658418 1.171887e+01
y_rep[663] 1.211417e+01 2.782448e-03 0.218951141 1.171575e+01
y_rep[664] 1.244222e+01 2.823907e-03 0.216864446 1.202528e+01
y_rep[665] 1.273638e+01 2.647694e-03 0.204245253 1.237396e+01
y_rep[666] 1.219937e+01 2.863611e-03 0.213700229 1.179868e+01
y_rep[667] 1.242555e+01 2.794989e-03 0.218239068 1.204675e+01
y_rep[668] 1.205819e+01 2.614876e-03 0.200122189 1.168105e+01
y_rep[669] 1.188320e+01 3.083981e-03 0.223366946 1.149312e+01
y_rep[670] 1.208309e+01 2.733946e-03 0.213469837 1.169444e+01
y_rep[671] 1.237636e+01 2.949627e-03 0.228517227 1.199172e+01
y_rep[672] 1.214063e+01 2.992482e-03 0.218876185 1.172869e+01
y_rep[673] 1.186966e+01 3.246269e-03 0.253156846 1.147093e+01
y_rep[674] 1.191757e+01 3.150619e-03 0.239985115 1.151516e+01
y_rep[675] 1.177409e+01 2.976238e-03 0.220403925 1.137675e+01
y_rep[676] 1.190670e+01 2.975697e-03 0.226047580 1.150452e+01
y_rep[677] 1.206464e+01 5.169790e-03 0.396226413 1.164500e+01
y_rep[678] 1.153190e+01 3.849570e-03 0.291557853 1.111446e+01
y_rep[679] 1.151995e+01 2.963383e-03 0.224300264 1.112994e+01
y_rep[680] 1.110788e+01 2.750389e-03 0.211569041 1.071698e+01
y_rep[681] 1.090409e+01 2.647218e-03 0.202448173 1.052568e+01
y_rep[682] 1.124171e+01 2.606164e-03 0.203775038 1.084548e+01
y_rep[683] 1.150609e+01 2.673954e-03 0.208974253 1.111678e+01
y_rep[684] 1.125125e+01 2.787254e-03 0.216907800 1.084711e+01
y_rep[685] 1.102849e+01 2.962820e-03 0.232000065 1.062412e+01
y_rep[686] 1.088277e+01 3.050944e-03 0.237576256 1.047508e+01
y_rep[687] 1.060906e+01 3.362887e-03 0.257595830 1.018630e+01
y_rep[688] 1.096304e+01 2.844626e-03 0.217161833 1.056932e+01
y_rep[689] 1.077253e+01 2.741941e-03 0.212310153 1.039652e+01
y_rep[690] 1.090757e+01 2.715450e-03 0.207830771 1.051143e+01
y_rep[691] 1.090156e+01 2.935432e-03 0.224996415 1.050736e+01
y_rep[692] 1.100382e+01 2.820428e-03 0.219750430 1.060437e+01
y_rep[693] 1.067907e+01 3.080791e-03 0.225016927 1.025199e+01
y_rep[694] 1.066241e+01 3.072916e-03 0.235357880 1.027507e+01
y_rep[695] 1.059593e+01 3.369210e-03 0.259714597 1.018693e+01
y_rep[696] 1.046429e+01 2.730118e-03 0.213881749 1.006283e+01
y_rep[697] 1.032664e+01 2.852370e-03 0.221585913 9.936709e+00
y_rep[698] 1.015534e+01 3.044172e-03 0.233379971 9.778331e+00
y_rep[699] 1.043839e+01 2.854740e-03 0.212058013 1.003929e+01
y_rep[700] 1.113960e+01 3.205272e-03 0.245496295 1.074884e+01
y_rep[701] 1.102641e+01 4.027005e-03 0.309282515 1.061557e+01
y_rep[702] 1.086291e+01 3.093637e-03 0.231400100 1.046537e+01
y_rep[703] 1.092902e+01 2.949473e-03 0.226763481 1.052000e+01
y_rep[704] 1.088784e+01 2.951464e-03 0.227869011 1.051435e+01
y_rep[705] 1.085422e+01 2.692703e-03 0.205199748 1.047279e+01
y_rep[706] 1.075194e+01 2.741757e-03 0.212662778 1.034844e+01
y_rep[707] 1.097516e+01 3.416939e-03 0.264254445 1.057695e+01
y_rep[708] 1.090461e+01 2.755683e-03 0.211175389 1.049950e+01
y_rep[709] 1.074157e+01 2.818049e-03 0.219007861 1.035178e+01
y_rep[710] 1.076384e+01 2.980740e-03 0.231242541 1.036814e+01
y_rep[711] 1.059888e+01 2.758478e-03 0.213730725 1.021563e+01
y_rep[712] 1.045778e+01 3.484154e-03 0.268385509 1.004104e+01
y_rep[713] 1.024613e+01 2.799968e-03 0.217046518 9.835772e+00
y_rep[714] 1.014009e+01 3.086449e-03 0.235371015 9.730976e+00
y_rep[715] 1.001728e+01 2.793968e-03 0.211661695 9.614917e+00
y_rep[716] 1.011117e+01 2.642738e-03 0.203830251 9.729930e+00
y_rep[717] 9.802485e+00 2.802845e-03 0.214752458 9.427369e+00
y_rep[718] 9.673896e+00 2.737210e-03 0.211235489 9.278070e+00
y_rep[719] 1.004419e+01 3.393315e-03 0.263443996 9.649708e+00
y_rep[720] 1.009056e+01 2.747582e-03 0.214526516 9.708315e+00
y_rep[721] 1.047635e+01 2.997617e-03 0.231831571 1.007364e+01
y_rep[722] 9.763983e+00 3.051897e-03 0.229216991 9.372834e+00
y_rep[723] 1.015184e+01 2.909268e-03 0.221281447 9.758757e+00
y_rep[724] 1.046959e+01 2.655357e-03 0.207426429 1.009257e+01
y_rep[725] 1.055005e+01 2.745388e-03 0.210933329 1.013679e+01
y_rep[726] 1.066276e+01 3.463990e-03 0.255280962 1.027724e+01
y_rep[727] 1.035128e+01 2.881727e-03 0.224364113 9.978040e+00
y_rep[728] 1.043163e+01 2.799149e-03 0.216814650 1.003753e+01
y_rep[729] 1.042468e+01 5.016989e-03 0.395821628 1.000940e+01
y_rep[730] 1.061905e+01 3.021355e-03 0.231021700 1.020267e+01
y_rep[731] 1.060028e+01 2.824889e-03 0.220921943 1.021360e+01
y_rep[732] 1.064979e+01 5.286166e-03 0.409018581 1.025032e+01
y_rep[733] 1.049543e+01 2.637322e-03 0.202985518 1.011258e+01
y_rep[734] 1.130319e+01 2.635752e-03 0.201807563 1.092074e+01
y_rep[735] 1.161652e+01 3.054869e-03 0.231670105 1.119291e+01
y_rep[736] 1.133396e+01 2.893573e-03 0.230410559 1.094698e+01
y_rep[737] 1.137520e+01 2.803730e-03 0.215019722 1.096229e+01
y_rep[738] 1.148445e+01 3.166919e-03 0.238489884 1.108208e+01
y_rep[739] 1.138838e+01 2.734259e-03 0.205877401 1.102636e+01
y_rep[740] 1.172549e+01 3.078977e-03 0.228314740 1.133205e+01
y_rep[741] 1.161512e+01 2.983666e-03 0.222475688 1.122290e+01
y_rep[742] 1.175090e+01 2.669930e-03 0.205059296 1.136598e+01
y_rep[743] 1.176692e+01 2.799890e-03 0.212818748 1.136966e+01
y_rep[744] 1.155756e+01 2.939411e-03 0.220323288 1.114282e+01
y_rep[745] 1.164159e+01 2.730128e-03 0.212781674 1.126136e+01
y_rep[746] 1.134351e+01 2.892019e-03 0.223376935 1.095899e+01
y_rep[747] 1.093761e+01 2.991497e-03 0.232694274 1.053951e+01
y_rep[748] 1.106539e+01 2.532348e-03 0.198830398 1.068343e+01
y_rep[749] 1.120546e+01 2.973669e-03 0.223011214 1.082006e+01
y_rep[750] 1.125540e+01 2.774592e-03 0.215110225 1.087290e+01
y_rep[751] 1.085380e+01 2.763180e-03 0.209370898 1.047235e+01
y_rep[752] 1.074830e+01 1.723009e-02 1.332650162 1.038807e+01
y_rep[753] 1.098682e+01 2.861284e-03 0.219334072 1.060839e+01
y_rep[754] 1.128586e+01 2.868588e-03 0.224569805 1.089575e+01
y_rep[755] 1.154968e+01 2.861895e-03 0.213729069 1.116494e+01
y_rep[756] 1.120987e+01 2.978097e-03 0.229621080 1.080408e+01
y_rep[757] 1.061143e+01 2.855649e-03 0.221655480 1.021961e+01
y_rep[758] 1.049426e+01 3.527335e-03 0.266017544 1.010189e+01
y_rep[759] 1.071640e+01 2.800931e-03 0.214330079 1.031422e+01
y_rep[760] 1.043945e+01 2.617391e-03 0.206630128 1.006306e+01
y_rep[761] 1.057204e+01 2.964461e-03 0.225812881 1.017240e+01
y_rep[762] 1.098793e+01 2.675862e-03 0.205668215 1.058823e+01
y_rep[763] 1.050467e+01 2.942327e-03 0.231623908 1.010292e+01
y_rep[764] 1.044909e+01 2.924329e-03 0.222953122 1.006648e+01
y_rep[765] 1.020186e+01 2.763408e-03 0.205335459 9.801326e+00
y_rep[766] 1.032612e+01 2.995229e-03 0.223654564 9.923186e+00
y_rep[767] 1.011660e+01 3.362619e-03 0.258952151 9.720394e+00
y_rep[768] 1.030144e+01 2.748470e-03 0.216694521 9.906697e+00
y_rep[769] 1.026883e+01 3.102529e-03 0.238163859 9.876572e+00
y_rep[770] 1.009237e+01 3.574020e-03 0.272221311 9.709527e+00
y_rep[771] 1.025199e+01 2.848257e-03 0.208435211 9.840128e+00
y_rep[772] 1.022000e+01 2.770208e-03 0.212796436 9.828822e+00
y_rep[773] 1.020469e+01 3.186023e-03 0.234449397 9.809771e+00
y_rep[774] 1.081350e+01 2.868157e-03 0.219253028 1.043119e+01
y_rep[775] 1.061632e+01 3.060462e-03 0.227661224 1.021607e+01
y_rep[776] 1.029825e+01 3.027098e-03 0.231578175 9.907752e+00
y_rep[777] 1.017791e+01 3.777649e-03 0.289654237 9.758565e+00
y_rep[778] 9.874380e+00 3.037585e-03 0.233853054 9.481313e+00
y_rep[779] 1.039447e+01 3.182343e-03 0.239419044 9.978944e+00
y_rep[780] 1.028256e+01 2.773298e-03 0.214527732 9.881094e+00
y_rep[781] 1.000178e+01 2.822982e-03 0.220425163 9.599758e+00
y_rep[782] 1.014015e+01 2.741251e-03 0.209568670 9.764497e+00
y_rep[783] 9.919204e+00 2.725777e-03 0.210296064 9.544230e+00
y_rep[784] 9.901038e+00 2.772174e-03 0.206686278 9.510116e+00
y_rep[785] 9.655798e+00 3.174442e-03 0.245370813 9.270967e+00
y_rep[786] 9.617608e+00 2.647093e-03 0.205565878 9.229935e+00
y_rep[787] 9.557928e+00 2.846234e-03 0.221842278 9.171048e+00
y_rep[788] 1.000866e+01 3.209522e-03 0.239379666 9.609262e+00
y_rep[789] 1.048240e+01 2.797439e-03 0.215788725 1.008651e+01
y_rep[790] 1.030186e+01 3.132248e-03 0.243335490 9.907804e+00
y_rep[791] 1.004213e+01 3.211717e-03 0.245928421 9.636418e+00
y_rep[792] 1.010119e+01 2.888302e-03 0.221565900 9.699197e+00
y_rep[793] 1.002138e+01 2.662446e-03 0.204562845 9.623712e+00
y_rep[794] 1.058974e+01 3.133679e-03 0.237359494 1.020029e+01
y_rep[795] 1.046119e+01 2.944269e-03 0.225686984 1.005647e+01
y_rep[796] 1.016845e+01 2.833482e-03 0.223246446 9.748827e+00
y_rep[797] 1.004290e+01 2.705134e-03 0.206670195 9.643293e+00
y_rep[798] 1.033896e+01 2.771421e-03 0.211725229 9.957221e+00
y_rep[799] 1.044762e+01 2.763053e-03 0.212485627 1.005399e+01
y_rep[800] 1.034138e+01 2.909298e-03 0.221645951 9.951477e+00
y_rep[801] 1.036217e+01 2.709439e-03 0.208748596 9.970958e+00
y_rep[802] 9.883014e+00 3.103895e-03 0.237528817 9.485594e+00
y_rep[803] 9.943860e+00 2.954506e-03 0.230241393 9.550122e+00
y_rep[804] 1.036531e+01 2.737159e-03 0.214292005 9.964063e+00
y_rep[805] 1.020702e+01 2.740359e-03 0.212936487 9.810251e+00
y_rep[806] 1.025159e+01 3.102772e-03 0.236648640 9.841295e+00
y_rep[807] 1.032329e+01 2.908689e-03 0.217758342 9.947559e+00
y_rep[808] 1.025396e+01 2.917507e-03 0.221962197 9.855573e+00
y_rep[809] 1.021696e+01 2.890393e-03 0.218744233 9.826107e+00
y_rep[810] 1.058876e+01 3.687447e-03 0.283738165 1.019201e+01
y_rep[811] 1.001443e+01 2.942479e-03 0.221866932 9.615166e+00
y_rep[812] 9.548623e+00 3.126556e-03 0.243314822 9.146511e+00
y_rep[813] 9.824577e+00 2.767827e-03 0.212401092 9.421840e+00
y_rep[814] 1.014907e+01 2.542648e-03 0.196909186 9.754463e+00
y_rep[815] 9.864379e+00 2.837289e-03 0.221174684 9.459078e+00
y_rep[816] 1.011916e+01 2.810000e-03 0.213701099 9.695172e+00
y_rep[817] 9.664721e+00 2.838460e-03 0.215497791 9.279030e+00
y_rep[818] 9.604949e+00 3.295960e-03 0.253428583 9.197541e+00
y_rep[819] 9.638533e+00 2.787959e-03 0.212884868 9.243981e+00
y_rep[820] 9.459360e+00 2.883163e-03 0.223050696 9.028206e+00
y_rep[821] 9.413558e+00 2.884665e-03 0.224674574 9.019978e+00
y_rep[822] 9.669143e+00 2.684623e-03 0.209570052 9.281461e+00
y_rep[823] 9.612739e+00 2.895013e-03 0.219940960 9.216662e+00
y_rep[824] 9.464985e+00 2.780099e-03 0.211965451 9.049362e+00
y_rep[825] 9.253553e+00 3.149737e-03 0.247228414 8.827517e+00
y_rep[826] 9.729038e+00 2.833918e-03 0.219728323 9.333566e+00
y_rep[827] 9.779127e+00 2.807977e-03 0.212022899 9.365121e+00
y_rep[828] 9.521856e+00 3.592682e-03 0.279563235 9.127620e+00
y_rep[829] 9.491208e+00 3.024844e-03 0.224318576 9.092865e+00
y_rep[830] 9.670800e+00 2.794333e-03 0.214718627 9.283584e+00
y_rep[831] 9.650531e+00 3.165398e-03 0.220653782 9.260684e+00
y_rep[832] 9.886214e+00 2.956686e-03 0.226568453 9.480862e+00
y_rep[833] 9.855769e+00 3.027818e-03 0.228646263 9.482499e+00
y_rep[834] 1.000214e+01 2.864012e-03 0.215746031 9.577762e+00
y_rep[835] 1.009957e+01 2.701334e-03 0.213538524 9.701440e+00
y_rep[836] 1.011772e+01 3.316491e-03 0.261868153 9.735982e+00
y_rep[837] 1.017955e+01 2.939953e-03 0.225539806 9.795059e+00
y_rep[838] 1.005890e+01 2.677868e-03 0.205165308 9.677232e+00
y_rep[839] 9.842428e+00 3.225577e-03 0.234954102 9.428433e+00
y_rep[840] 9.824961e+00 3.069251e-03 0.234235186 9.423197e+00
y_rep[841] 1.011706e+01 2.754828e-03 0.212627769 9.725597e+00
y_rep[842] 1.155063e+01 2.806194e-03 0.217975049 1.116685e+01
y_rep[843] 1.120801e+01 3.798415e-03 0.290885785 1.081213e+01
y_rep[844] 1.142661e+01 2.752537e-03 0.211833974 1.102766e+01
y_rep[845] 1.134017e+01 3.172241e-03 0.243758772 1.094387e+01
y_rep[846] 1.156814e+01 3.507749e-03 0.270333073 1.117836e+01
y_rep[847] 1.193383e+01 2.855340e-03 0.220113729 1.154656e+01
y_rep[848] 1.193581e+01 3.262483e-03 0.256600323 1.155489e+01
y_rep[849] 1.174158e+01 2.779977e-03 0.211183649 1.134216e+01
y_rep[850] 1.191273e+01 2.832503e-03 0.218437674 1.151013e+01
y_rep[851] 1.199208e+01 2.977368e-03 0.219450483 1.158970e+01
y_rep[852] 1.212497e+01 2.933224e-03 0.225594944 1.173685e+01
y_rep[853] 1.199946e+01 2.768711e-03 0.208896896 1.161759e+01
y_rep[854] 1.210268e+01 2.713394e-03 0.205566207 1.170760e+01
y_rep[855] 1.200851e+01 3.051193e-03 0.231340517 1.160630e+01
y_rep[856] 1.204464e+01 2.825530e-03 0.215892815 1.164681e+01
y_rep[857] 1.203127e+01 3.365791e-03 0.263480527 1.163645e+01
y_rep[858] 1.251502e+01 2.687258e-03 0.205097688 1.212714e+01
y_rep[859] 1.199166e+01 3.648710e-03 0.277088411 1.159183e+01
y_rep[860] 1.204354e+01 3.276295e-03 0.250023827 1.167435e+01
y_rep[861] 1.200845e+01 2.760367e-03 0.212759293 1.160877e+01
y_rep[862] 1.227013e+01 4.205725e-03 0.330598575 1.187943e+01
y_rep[863] 1.228817e+01 3.226445e-03 0.244357050 1.187704e+01
y_rep[864] 1.218964e+01 3.031596e-03 0.235057073 1.179991e+01
y_rep[865] 1.160796e+01 2.928162e-03 0.226957353 1.122120e+01
y_rep[866] 1.188655e+01 2.771484e-03 0.210399324 1.148779e+01
y_rep[867] 1.216197e+01 3.315220e-03 0.242987586 1.176669e+01
y_rep[868] 1.209379e+01 2.800753e-03 0.213808420 1.169641e+01
y_rep[869] 1.173995e+01 2.630969e-03 0.204182739 1.135068e+01
y_rep[870] 1.180670e+01 2.952188e-03 0.227089336 1.139638e+01
y_rep[871] 1.258259e+01 2.949872e-03 0.225037634 1.217348e+01
y_rep[872] 1.260321e+01 2.649291e-03 0.203607513 1.218634e+01
y_rep[873] 1.256642e+01 3.243108e-03 0.251809154 1.216038e+01
y_rep[874] 1.272800e+01 2.856677e-03 0.219996932 1.234218e+01
y_rep[875] 1.248969e+01 3.281011e-03 0.249573785 1.208740e+01
y_rep[876] 1.245413e+01 2.582655e-03 0.196286814 1.206548e+01
y_rep[877] 1.234652e+01 2.797955e-03 0.216308381 1.195812e+01
y_rep[878] 1.238889e+01 3.128204e-03 0.244685059 1.197514e+01
y_rep[879] 1.235524e+01 2.952606e-03 0.234792164 1.195997e+01
y_rep[880] 1.215438e+01 3.054788e-03 0.235543796 1.173271e+01
y_rep[881] 1.187586e+01 3.033790e-03 0.236326781 1.149327e+01
y_rep[882] 1.200307e+01 2.804973e-03 0.209322330 1.162883e+01
y_rep[883] 1.184006e+01 3.004446e-03 0.229555578 1.144516e+01
y_rep[884] 1.187227e+01 2.816486e-03 0.214670768 1.148530e+01
y_rep[885] 1.181204e+01 2.836176e-03 0.214978485 1.140117e+01
y_rep[886] 1.190369e+01 3.229873e-03 0.244552098 1.151085e+01
y_rep[887] 1.176171e+01 2.776362e-03 0.211876176 1.137537e+01
y_rep[888] 1.200934e+01 2.579072e-03 0.203460884 1.163493e+01
y_rep[889] 1.173176e+01 2.817466e-03 0.213205185 1.134252e+01
y_rep[890] 1.144223e+01 3.189110e-03 0.249283125 1.105090e+01
y_rep[891] 1.150668e+01 2.991261e-03 0.226830623 1.112821e+01
y_rep[892] 1.128420e+01 2.760959e-03 0.210510774 1.088954e+01
y_rep[893] 1.100443e+01 2.998164e-03 0.229685001 1.061703e+01
y_rep[894] 1.041426e+01 3.048021e-03 0.236358133 1.001647e+01
y_rep[895] 1.009692e+01 3.350561e-03 0.251863291 9.698669e+00
y_rep[896] 9.895534e+00 3.688005e-03 0.285447101 9.505270e+00
y_rep[897] 9.932021e+00 3.234955e-03 0.247196870 9.519590e+00
y_rep[898] 9.638813e+00 3.004765e-03 0.238182866 9.251029e+00
y_rep[899] 9.780323e+00 2.603642e-03 0.200289766 9.388799e+00
y_rep[900] 9.747071e+00 2.625175e-03 0.208763662 9.366531e+00
y_rep[901] 9.652626e+00 2.820203e-03 0.212062765 9.269777e+00
y_rep[902] 9.722840e+00 2.853706e-03 0.223413694 9.329337e+00
y_rep[903] 9.856753e+00 3.144569e-03 0.243340020 9.462254e+00
y_rep[904] 9.835421e+00 3.520452e-03 0.268311965 9.443716e+00
y_rep[905] 9.709420e+00 2.871207e-03 0.224233382 9.323233e+00
y_rep[906] 9.986659e+00 3.189465e-03 0.239783373 9.590826e+00
y_rep[907] 9.616535e+00 2.717121e-03 0.208850592 9.227218e+00
y_rep[908] 9.578864e+00 2.753198e-03 0.215722082 9.186642e+00
y_rep[909] 9.335174e+00 2.936514e-03 0.225058228 8.936335e+00
y_rep[910] 9.348430e+00 2.967497e-03 0.226195746 8.947857e+00
y_rep[911] 9.319346e+00 2.690266e-03 0.207594345 8.951088e+00
y_rep[912] 9.770204e+00 2.751042e-03 0.210517133 9.381553e+00
y_rep[913] 9.542513e+00 2.935155e-03 0.223667101 9.132299e+00
y_rep[914] 9.254380e+00 3.227032e-03 0.246594425 8.851260e+00
y_rep[915] 9.699010e+00 2.882475e-03 0.221842589 9.303492e+00
y_rep[916] 9.557863e+00 3.500679e-03 0.262117325 9.176069e+00
y_rep[917] 9.499039e+00 2.902715e-03 0.218368678 9.121677e+00
y_rep[918] 9.376010e+00 2.687192e-03 0.207768059 8.995452e+00
y_rep[919] 9.377067e+00 3.298826e-03 0.254470494 8.974681e+00
y_rep[920] 9.034974e+00 2.794214e-03 0.214918234 8.643477e+00
y_rep[921] 9.187937e+00 2.869199e-03 0.204072939 8.808866e+00
y_rep[922] 8.987302e+00 2.927349e-03 0.227967765 8.585818e+00
y_rep[923] 9.013281e+00 2.749619e-03 0.219074506 8.627069e+00
y_rep[924] 9.288942e+00 2.685529e-03 0.203757910 8.902482e+00
y_rep[925] 9.270606e+00 2.930172e-03 0.229104183 8.880369e+00
y_rep[926] 9.222643e+00 2.855704e-03 0.221176022 8.800613e+00
y_rep[927] 9.263244e+00 2.848536e-03 0.211422436 8.864226e+00
y_rep[928] 9.552140e+00 4.377085e-03 0.342092739 9.164467e+00
y_rep[929] 9.293015e+00 3.090948e-03 0.225441825 8.889000e+00
y_rep[930] 9.847856e+00 2.677670e-03 0.198101424 9.439038e+00
y_rep[931] 9.898408e+00 2.821135e-03 0.219128727 9.521607e+00
y_rep[932] 9.758312e+00 2.901128e-03 0.224755942 9.343596e+00
y_rep[933] 9.565813e+00 2.792933e-03 0.213274535 9.144951e+00
y_rep[934] 9.422514e+00 3.246370e-03 0.255556326 9.009540e+00
y_rep[935] 9.417922e+00 2.868060e-03 0.224075077 9.015649e+00
y_rep[936] 9.733539e+00 2.886750e-03 0.213118493 9.338513e+00
y_rep[937] 9.887028e+00 2.732342e-03 0.206018055 9.493830e+00
y_rep[938] 9.548390e+00 3.130621e-03 0.243358667 9.153756e+00
y_rep[939] 9.534757e+00 4.103803e-03 0.313062009 9.135226e+00
y_rep[940] 9.387564e+00 2.785167e-03 0.216607379 8.992651e+00
y_rep[941] 9.361005e+00 1.431774e-02 1.112176330 8.947960e+00
y_rep[942] 9.356174e+00 3.070314e-03 0.233658069 8.968564e+00
y_rep[943] 9.540878e+00 2.987807e-03 0.231082020 9.130694e+00
y_rep[944] 9.193717e+00 2.822796e-03 0.217149092 8.801273e+00
y_rep[945] 9.198424e+00 2.948672e-03 0.224384399 8.814219e+00
y_rep[946] 9.202813e+00 2.517823e-03 0.198841967 8.819428e+00
y_rep[947] 8.820688e+00 3.621804e-03 0.282723400 8.437875e+00
y_rep[948] 8.775590e+00 2.760730e-03 0.207556613 8.388634e+00
y_rep[949] 8.460806e+00 2.970360e-03 0.231258862 8.078767e+00
y_rep[950] 8.268913e+00 3.346180e-03 0.260023188 7.855850e+00
y_rep[951] 8.138113e+00 2.790083e-03 0.208624770 7.753631e+00
y_rep[952] 8.479572e+00 3.286226e-03 0.240615664 8.091354e+00
y_rep[953] 8.169072e+00 2.539614e-03 0.201700272 7.790637e+00
y_rep[954] 8.444817e+00 3.073062e-03 0.238766900 8.058122e+00
y_rep[955] 8.489014e+00 2.936067e-03 0.226433769 8.067840e+00
y_rep[956] 8.439967e+00 2.800338e-03 0.210083999 8.048289e+00
y_rep[957] 8.382305e+00 2.864170e-03 0.222756930 7.973803e+00
y_rep[958] 8.366272e+00 3.351282e-03 0.258283354 7.969773e+00
y_rep[959] 8.215484e+00 3.054005e-03 0.234304838 7.816326e+00
y_rep[960] 8.558706e+00 2.719597e-03 0.211297193 8.160569e+00
y_rep[961] 8.996900e+00 2.712979e-03 0.204810617 8.619878e+00
y_rep[962] 8.685357e+00 2.842438e-03 0.221292306 8.285095e+00
y_rep[963] 8.736541e+00 2.655251e-03 0.206821264 8.346778e+00
y_rep[964] 8.612881e+00 2.662514e-03 0.208805971 8.206598e+00
y_rep[965] 9.138973e+00 2.849203e-03 0.222825673 8.731162e+00
y_rep[966] 9.178608e+00 2.856131e-03 0.217920118 8.796100e+00
y_rep[967] 9.302833e+00 2.716655e-03 0.215097693 8.885699e+00
y_rep[968] 9.297947e+00 3.064494e-03 0.229019466 8.894640e+00
y_rep[969] 9.359303e+00 2.846200e-03 0.220281041 8.980983e+00
y_rep[970] 9.519526e+00 3.261130e-03 0.250819203 9.129600e+00
y_rep[971] 9.986188e+00 2.807411e-03 0.214915546 9.596811e+00
y_rep[972] 1.004679e+01 3.000697e-03 0.221054403 9.655965e+00
y_rep[973] 1.038076e+01 2.894637e-03 0.214356985 9.984067e+00
y_rep[974] 1.045518e+01 2.933351e-03 0.225713798 1.005428e+01
y_rep[975] 1.051658e+01 2.641234e-03 0.209378526 1.012531e+01
y_rep[976] 1.046185e+01 2.830815e-03 0.210500243 1.008615e+01
y_rep[977] 1.043713e+01 2.859626e-03 0.209782780 1.006192e+01
y_rep[978] 1.038755e+01 3.159835e-03 0.236162867 9.985795e+00
y_rep[979] 1.104356e+01 3.004810e-03 0.234469214 1.063863e+01
y_rep[980] 1.104773e+01 2.763981e-03 0.212565024 1.067361e+01
y_rep[981] 1.107497e+01 2.812691e-03 0.211179528 1.066937e+01
y_rep[982] 1.138405e+01 4.447295e-03 0.346526284 1.098212e+01
y_rep[983] 1.153695e+01 3.292563e-03 0.256940601 1.111547e+01
y_rep[984] 1.150674e+01 3.087586e-03 0.233414305 1.109507e+01
y_rep[985] 1.176269e+01 2.865806e-03 0.215109977 1.137707e+01
y_rep[986] 1.170313e+01 2.796332e-03 0.214132345 1.130005e+01
y_rep[987] 1.166727e+01 3.135429e-03 0.242802958 1.126667e+01
y_rep[988] 1.162523e+01 3.990224e-03 0.307410751 1.120774e+01
y_rep[989] 1.216343e+01 2.592063e-03 0.201842421 1.177455e+01
y_rep[990] 1.280334e+01 2.658977e-03 0.207571828 1.240388e+01
y_rep[991] 1.283529e+01 3.127768e-03 0.243005097 1.241522e+01
y_rep[992] 1.272334e+01 3.052156e-03 0.228127670 1.233414e+01
y_rep[993] 1.261363e+01 3.032137e-03 0.237272658 1.222961e+01
y_rep[994] 1.265252e+01 2.526695e-03 0.197134062 1.227798e+01
y_rep[995] 1.259451e+01 3.103883e-03 0.232778232 1.217914e+01
y_rep[996] 1.235812e+01 2.690157e-03 0.209608490 1.197915e+01
y_rep[997] 1.241876e+01 2.746623e-03 0.208570837 1.201272e+01
y_rep[998] 1.214377e+01 2.902783e-03 0.216699003 1.175094e+01
y_rep[999] 1.210471e+01 2.976814e-03 0.223053011 1.169264e+01
y_rep[1000] 1.227507e+01 2.884499e-03 0.223983504 1.189020e+01
y_rep[1001] 1.225055e+01 2.603834e-03 0.203587468 1.185881e+01
y_rep[1002] 1.182725e+01 3.277098e-03 0.255504325 1.142486e+01
y_rep[1003] 1.224763e+01 2.939823e-03 0.221681532 1.185367e+01
y_rep[1004] 1.202184e+01 2.889368e-03 0.224992649 1.162099e+01
y_rep[1005] 1.172962e+01 3.334037e-03 0.261349571 1.134219e+01
y_rep[1006] 1.172340e+01 3.593426e-03 0.277597103 1.133076e+01
y_rep[1007] 1.192681e+01 3.005943e-03 0.236100979 1.153534e+01
y_rep[1008] 1.160995e+01 2.900314e-03 0.218831950 1.122031e+01
y_rep[1009] 1.156697e+01 2.761161e-03 0.221004916 1.118145e+01
y_rep[1010] 1.146250e+01 2.831187e-03 0.218878342 1.106374e+01
y_rep[1011] 1.128902e+01 2.756017e-03 0.214771452 1.088508e+01
y_rep[1012] 1.055184e+01 2.696246e-03 0.210476328 1.017405e+01
y_rep[1013] 1.038294e+01 2.983444e-03 0.230757075 9.988159e+00
y_rep[1014] 1.042346e+01 2.793157e-03 0.215776860 1.003563e+01
y_rep[1015] 1.034704e+01 3.225747e-03 0.243666576 9.972998e+00
y_rep[1016] 1.026799e+01 2.795718e-03 0.217618307 9.867414e+00
y_rep[1017] 1.020272e+01 2.828792e-03 0.214331994 9.808840e+00
y_rep[1018] 1.027368e+01 2.655237e-03 0.202009159 9.887526e+00
y_rep[1019] 1.053630e+01 3.925752e-03 0.306161966 1.012850e+01
y_rep[1020] 1.078473e+01 2.665554e-03 0.207464936 1.037942e+01
y_rep[1021] 1.109278e+01 2.990020e-03 0.229542621 1.068452e+01
y_rep[1022] 1.108041e+01 2.961096e-03 0.228944943 1.067432e+01
y_rep[1023] 1.072230e+01 2.820362e-03 0.218921860 1.030519e+01
y_rep[1024] 1.079799e+01 2.550954e-03 0.199075790 1.041665e+01
y_rep[1025] 1.130074e+01 2.970412e-03 0.226222202 1.091202e+01
y_rep[1026] 1.070635e+01 3.069193e-03 0.229940370 1.031455e+01
y_rep[1027] 1.070063e+01 2.840238e-03 0.214084451 1.030459e+01
y_rep[1028] 1.052516e+01 3.234145e-03 0.244410664 1.011957e+01
y_rep[1029] 1.067657e+01 3.121412e-03 0.240640649 1.029058e+01
y_rep[1030] 1.057547e+01 3.009140e-03 0.228669610 1.018103e+01
y_rep[1031] 1.048339e+01 2.770982e-03 0.203856832 1.010164e+01
y_rep[1032] 1.057708e+01 2.940463e-03 0.231421513 1.018363e+01
y_rep[1033] 1.070097e+01 2.818295e-03 0.219038479 1.031174e+01
y_rep[1034] 1.077081e+01 3.151216e-03 0.243380478 1.037528e+01
y_rep[1035] 1.072002e+01 2.783851e-03 0.220669583 1.035419e+01
y_rep[1036] 1.064947e+01 3.004891e-03 0.232910704 1.025834e+01
y_rep[1037] 1.086147e+01 2.773440e-03 0.212488700 1.048804e+01
y_rep[1038] 1.128677e+01 2.866511e-03 0.213118741 1.088289e+01
y_rep[1039] 1.146168e+01 3.363889e-03 0.257627035 1.105631e+01
y_rep[1040] 1.145709e+01 3.335709e-03 0.258190726 1.105911e+01
y_rep[1041] 1.132251e+01 2.816530e-03 0.219823656 1.093006e+01
y_rep[1042] 1.092724e+01 2.732121e-03 0.214482252 1.054454e+01
y_rep[1043] 1.088214e+01 3.004611e-03 0.230027216 1.047496e+01
y_rep[1044] 1.073362e+01 2.860333e-03 0.219998156 1.032657e+01
y_rep[1045] 1.096939e+01 2.825233e-03 0.212467730 1.058130e+01
y_rep[1046] 1.080823e+01 2.924711e-03 0.227258686 1.041394e+01
y_rep[1047] 1.069147e+01 2.671429e-03 0.208634501 1.030339e+01
y_rep[1048] 1.068011e+01 2.920861e-03 0.221961154 1.028091e+01
y_rep[1049] 1.059115e+01 2.908020e-03 0.227981645 1.020225e+01
y_rep[1050] 1.058231e+01 3.083997e-03 0.235536797 1.017604e+01
y_rep[1051] 1.080971e+01 3.699305e-03 0.285458367 1.040748e+01
y_rep[1052] 1.057794e+01 2.593877e-03 0.203634542 1.019472e+01
y_rep[1053] 1.022083e+01 4.437487e-03 0.331367595 9.817983e+00
y_rep[1054] 1.016401e+01 2.696111e-03 0.207977974 9.788401e+00
y_rep[1055] 1.013260e+01 2.917325e-03 0.229205054 9.751154e+00
y_rep[1056] 9.866734e+00 3.151277e-03 0.240721089 9.484903e+00
y_rep[1057] 1.006680e+01 2.953728e-03 0.222003303 9.643924e+00
y_rep[1058] 1.004973e+01 3.064172e-03 0.231716170 9.651920e+00
y_rep[1059] 9.728256e+00 3.193905e-03 0.247436290 9.337339e+00
y_rep[1060] 9.403936e+00 2.965483e-03 0.225424779 9.011067e+00
y_rep[1061] 8.770031e+00 2.804394e-03 0.220306834 8.362782e+00
y_rep[1062] 8.619178e+00 2.801688e-03 0.212103996 8.229836e+00
y_rep[1063] 8.894348e+00 2.688360e-03 0.201684563 8.513297e+00
y_rep[1064] 9.214219e+00 2.940770e-03 0.223540626 8.818874e+00
y_rep[1065] 9.185050e+00 2.766921e-03 0.214720578 8.775833e+00
y_rep[1066] 8.734496e+00 2.982784e-03 0.232733861 8.346844e+00
y_rep[1067] 8.708673e+00 2.951816e-03 0.224653649 8.319501e+00
y_rep[1068] 9.452933e+00 3.075324e-03 0.235269699 9.056359e+00
y_rep[1069] 9.436827e+00 3.577775e-03 0.272828501 9.026986e+00
y_rep[1070] 9.531585e+00 2.774370e-03 0.213491022 9.144004e+00
y_rep[1071] 9.414409e+00 2.740133e-03 0.210434697 9.001862e+00
y_rep[1072] 8.964274e+00 2.733392e-03 0.214014586 8.536967e+00
y_rep[1073] 8.777612e+00 2.791465e-03 0.213596656 8.360761e+00
y_rep[1074] 8.966213e+00 3.096633e-03 0.239679694 8.573267e+00
y_rep[1075] 9.087126e+00 2.744270e-03 0.208060493 8.692609e+00
y_rep[1076] 9.468425e+00 2.974258e-03 0.222903055 9.089452e+00
y_rep[1077] 9.327726e+00 2.569380e-03 0.201435220 8.941607e+00
y_rep[1078] 9.060401e+00 2.889952e-03 0.221132213 8.660590e+00
y_rep[1079] 8.975570e+00 2.790303e-03 0.211055459 8.574134e+00
y_rep[1080] 8.640808e+00 3.157812e-03 0.234209283 8.242391e+00
y_rep[1081] 8.878403e+00 2.874787e-03 0.219711941 8.482978e+00
y_rep[1082] 8.873509e+00 2.997886e-03 0.226916734 8.475100e+00
y_rep[1083] 9.103144e+00 3.010380e-03 0.231098596 8.694823e+00
y_rep[1084] 9.108045e+00 2.849130e-03 0.224923622 8.698464e+00
y_rep[1085] 8.918171e+00 4.978876e-03 0.388518883 8.501923e+00
y_rep[1086] 8.852120e+00 2.818133e-03 0.211197077 8.453588e+00
y_rep[1087] 8.677089e+00 2.641849e-03 0.206320172 8.288684e+00
y_rep[1088] 8.566082e+00 2.899305e-03 0.226571659 8.171198e+00
y_rep[1089] 8.683167e+00 2.895143e-03 0.218783279 8.323400e+00
y_rep[1090] 8.471629e+00 2.707315e-03 0.206859950 8.064724e+00
y_rep[1091] 8.055237e+00 2.685874e-03 0.203942916 7.662696e+00
y_rep[1092] 7.779430e+00 2.910477e-03 0.223768497 7.401080e+00
y_rep[1093] 7.854325e+00 3.174820e-03 0.247855093 7.457528e+00
y_rep[1094] 7.787125e+00 3.078879e-03 0.234805787 7.407717e+00
y_rep[1095] 8.857210e+00 3.281177e-03 0.249877025 8.462292e+00
y_rep[1096] 8.998292e+00 3.191061e-03 0.235196459 8.611861e+00
y_rep[1097] 9.035286e+00 2.985470e-03 0.224364358 8.626573e+00
y_rep[1098] 8.895168e+00 3.354811e-03 0.260826609 8.475447e+00
y_rep[1099] 8.880594e+00 2.725894e-03 0.210590790 8.472445e+00
y_rep[1100] 8.763698e+00 3.077918e-03 0.237662914 8.368062e+00
y_rep[1101] 8.811103e+00 2.659796e-03 0.206408038 8.410392e+00
y_rep[1102] 8.760639e+00 2.869407e-03 0.217330344 8.342195e+00
y_rep[1103] 8.555424e+00 3.031816e-03 0.234836593 8.138030e+00
y_rep[1104] 8.566990e+00 3.007291e-03 0.229801888 8.155559e+00
y_rep[1105] 8.590103e+00 2.747532e-03 0.207528677 8.212994e+00
y_rep[1106] 8.408749e+00 2.717370e-03 0.207689230 8.029532e+00
y_rep[1107] 8.563032e+00 2.809021e-03 0.214519351 8.174072e+00
y_rep[1108] 8.395283e+00 3.122610e-03 0.237968211 7.992673e+00
y_rep[1109] 8.623760e+00 2.978642e-03 0.228644941 8.232758e+00
y_rep[1110] 9.001568e+00 3.039654e-03 0.235022401 8.614506e+00
y_rep[1111] 8.991722e+00 2.851279e-03 0.218562570 8.596319e+00
y_rep[1112] 8.767819e+00 2.778572e-03 0.213996507 8.340314e+00
y_rep[1113] 8.908146e+00 3.261843e-03 0.247595547 8.519024e+00
y_rep[1114] 8.816171e+00 2.838338e-03 0.216351693 8.420122e+00
y_rep[1115] 8.699787e+00 3.232163e-03 0.231344892 8.307105e+00
y_rep[1116] 8.906797e+00 2.947947e-03 0.228122017 8.500919e+00
y_rep[1117] 9.355240e+00 3.012903e-03 0.231949022 8.929134e+00
y_rep[1118] 8.562552e+00 3.057977e-03 0.238757936 8.163854e+00
y_rep[1119] 8.648688e+00 4.548915e-03 0.350650004 8.269897e+00
y_rep[1120] 8.438185e+00 3.037474e-03 0.229153826 8.056399e+00
y_rep[1121] 8.290650e+00 2.817757e-03 0.217635917 7.894463e+00
y_rep[1122] 8.681934e+00 2.829196e-03 0.217621230 8.274342e+00
y_rep[1123] 8.652678e+00 2.833226e-03 0.223998749 8.246453e+00
y_rep[1124] 8.530004e+00 2.908223e-03 0.229643743 8.115693e+00
y_rep[1125] 9.304571e+00 2.830620e-03 0.213180828 8.902435e+00
y_rep[1126] 9.285648e+00 2.879831e-03 0.222215026 8.873291e+00
y_rep[1127] 9.405343e+00 2.948623e-03 0.224433794 9.003028e+00
y_rep[1128] 9.350703e+00 2.872053e-03 0.219747176 8.941451e+00
y_rep[1129] 9.478445e+00 3.057572e-03 0.237903407 9.089000e+00
y_rep[1130] 9.486929e+00 2.734321e-03 0.212466647 9.088073e+00
y_rep[1131] 9.577696e+00 3.447959e-03 0.261250166 9.182913e+00
y_rep[1132] 9.412021e+00 2.715792e-03 0.206837484 9.020815e+00
y_rep[1133] 9.033566e+00 2.986765e-03 0.229690290 8.627518e+00
y_rep[1134] 9.089909e+00 3.724824e-03 0.288104259 8.698609e+00
y_rep[1135] 9.444663e+00 2.859469e-03 0.222077470 9.049352e+00
y_rep[1136] 9.485170e+00 3.266603e-03 0.252837140 9.086938e+00
y_rep[1137] 9.590593e+00 2.870123e-03 0.215805077 9.207704e+00
y_rep[1138] 9.536250e+00 2.955851e-03 0.228340584 9.132026e+00
y_rep[1139] 9.504362e+00 2.884209e-03 0.223486037 9.105842e+00
y_rep[1140] 9.366228e+00 2.937829e-03 0.228888499 8.958231e+00
y_rep[1141] 9.308371e+00 2.996636e-03 0.230160506 8.909586e+00
y_rep[1142] 9.202479e+00 2.754612e-03 0.215174582 8.805769e+00
y_rep[1143] 9.247620e+00 2.655674e-03 0.207915709 8.847357e+00
y_rep[1144] 9.287944e+00 2.901573e-03 0.219942588 8.887891e+00
y_rep[1145] 9.969310e+00 3.465697e-03 0.264130347 9.592369e+00
y_rep[1146] 9.879490e+00 2.713302e-03 0.205380069 9.478535e+00
y_rep[1147] 1.041687e+01 2.979022e-03 0.229280809 1.000906e+01
y_rep[1148] 1.001014e+01 2.818438e-03 0.217671422 9.626807e+00
y_rep[1149] 1.063865e+01 2.766867e-03 0.206861886 1.025132e+01
y_rep[1150] 1.040266e+01 3.057152e-03 0.234938351 1.000276e+01
y_rep[1151] 1.038289e+01 2.952931e-03 0.226701888 9.982671e+00
y_rep[1152] 1.031913e+01 3.163495e-03 0.235280872 9.923389e+00
y_rep[1153] 1.022537e+01 2.904181e-03 0.227887097 9.811376e+00
y_rep[1154] 1.050842e+01 2.716061e-03 0.207055326 1.012307e+01
y_rep[1155] 1.199312e+01 3.012846e-03 0.224955081 1.161009e+01
y_rep[1156] 1.122268e+01 2.689615e-03 0.216253085 1.084036e+01
y_rep[1157] 1.104665e+01 2.920802e-03 0.230124936 1.065003e+01
y_rep[1158] 1.116572e+01 2.781949e-03 0.206044608 1.076098e+01
y_rep[1159] 1.104822e+01 4.318409e-03 0.334054513 1.066829e+01
y_rep[1160] 1.098162e+01 2.751215e-03 0.209361571 1.058393e+01
y_rep[1161] 1.112914e+01 2.890340e-03 0.223637315 1.072674e+01
y_rep[1162] 1.096886e+01 2.777886e-03 0.207030616 1.058056e+01
y_rep[1163] 1.091079e+01 3.005477e-03 0.226454462 1.052637e+01
y_rep[1164] 1.098776e+01 2.846275e-03 0.214935986 1.060280e+01
y_rep[1165] 1.104757e+01 2.711475e-03 0.213644336 1.063393e+01
y_rep[1166] 1.104369e+01 3.062950e-03 0.227701091 1.064841e+01
y_rep[1167] 1.120045e+01 2.746519e-03 0.212239945 1.081418e+01
y_rep[1168] 1.085330e+01 2.723362e-03 0.207474512 1.047559e+01
y_rep[1169] 1.067185e+01 2.882089e-03 0.220108512 1.026694e+01
y_rep[1170] 1.056458e+01 2.817519e-03 0.210620978 1.017375e+01
y_rep[1171] 1.037040e+01 2.792827e-03 0.211683413 9.990028e+00
y_rep[1172] 9.943471e+00 2.902009e-03 0.226350496 9.548621e+00
y_rep[1173] 1.025859e+01 2.873056e-03 0.212610703 9.865091e+00
y_rep[1174] 1.015147e+01 2.676898e-03 0.201596422 9.752002e+00
y_rep[1175] 1.012367e+01 2.882792e-03 0.223030112 9.726547e+00
y_rep[1176] 1.019101e+01 2.893928e-03 0.226241743 9.793762e+00
y_rep[1177] 9.991610e+00 4.041021e-03 0.317109726 9.605168e+00
y_rep[1178] 9.470711e+00 2.869009e-03 0.220551116 9.093636e+00
y_rep[1179] 9.627241e+00 2.886737e-03 0.219159175 9.251116e+00
y_rep[1180] 9.714452e+00 3.203202e-03 0.251092736 9.316100e+00
y_rep[1181] 9.632428e+00 3.598643e-03 0.268602525 9.248787e+00
y_rep[1182] 9.571719e+00 2.772426e-03 0.210723277 9.184584e+00
y_rep[1183] 9.493214e+00 2.739465e-03 0.210454577 9.092826e+00
y_rep[1184] 9.977451e+00 3.062950e-03 0.232400195 9.586503e+00
y_rep[1185] 1.005977e+01 2.846737e-03 0.219626827 9.676959e+00
y_rep[1186] 9.933548e+00 2.919044e-03 0.227624656 9.554036e+00
y_rep[1187] 9.711562e+00 2.901874e-03 0.222394825 9.299521e+00
y_rep[1188] 1.020942e+01 2.870248e-03 0.216901563 9.793790e+00
y_rep[1189] 1.029061e+01 3.069865e-03 0.220888509 9.886638e+00
y_rep[1190] 1.006046e+01 2.670945e-03 0.209921162 9.643169e+00
y_rep[1191] 1.019438e+01 2.986471e-03 0.233338785 9.796974e+00
y_rep[1192] 1.002737e+01 2.911208e-03 0.220191122 9.607833e+00
y_rep[1193] 1.030444e+01 2.862868e-03 0.222731528 9.906545e+00
y_rep[1194] 1.044170e+01 2.682708e-03 0.211738832 1.003463e+01
y_rep[1195] 1.022194e+01 2.696287e-03 0.210609139 9.845660e+00
y_rep[1196] 1.137642e+01 2.753809e-03 0.210232383 1.097761e+01
y_rep[1197] 1.151280e+01 3.056256e-03 0.234789708 1.108607e+01
y_rep[1198] 1.130713e+01 2.841647e-03 0.219946815 1.093235e+01
y_rep[1199] 1.138524e+01 2.680343e-03 0.211579349 1.099091e+01
y_rep[1200] 1.148628e+01 2.759356e-03 0.212753226 1.111733e+01
y_rep[1201] 1.128653e+01 2.851253e-03 0.219738061 1.089893e+01
y_rep[1202] 1.110006e+01 2.750128e-03 0.210633976 1.069610e+01
y_rep[1203] 1.121716e+01 2.690800e-03 0.202161738 1.083455e+01
y_rep[1204] 1.102739e+01 2.938402e-03 0.227623577 1.064614e+01
y_rep[1205] 1.100319e+01 3.359493e-03 0.258564374 1.059782e+01
y_rep[1206] 1.105170e+01 2.954659e-03 0.227015378 1.066487e+01
y_rep[1207] 1.091166e+01 2.927275e-03 0.227468231 1.051084e+01
y_rep[1208] 1.085666e+01 2.752028e-03 0.212116761 1.045299e+01
y_rep[1209] 1.100678e+01 2.936059e-03 0.215366288 1.060667e+01
y_rep[1210] 1.095049e+01 2.720002e-03 0.205773574 1.055789e+01
y_rep[1211] 1.053967e+01 2.948759e-03 0.218556129 1.013685e+01
y_rep[1212] 1.064407e+01 2.829313e-03 0.214277870 1.025789e+01
y_rep[1213] 1.059231e+01 2.867992e-03 0.224238421 1.020495e+01
y_rep[1214] 1.058582e+01 2.815075e-03 0.218281867 1.020050e+01
y_rep[1215] 1.109282e+01 3.104079e-03 0.238227299 1.071363e+01
y_rep[1216] 1.106502e+01 2.608333e-03 0.202914209 1.066392e+01
y_rep[1217] 1.073454e+01 2.899677e-03 0.215216520 1.034463e+01
y_rep[1218] 1.069456e+01 2.939565e-03 0.222445994 1.028731e+01
y_rep[1219] 9.835707e+00 2.701147e-03 0.207153288 9.439600e+00
y_rep[1220] 9.529728e+00 2.786018e-03 0.217597775 9.133981e+00
y_rep[1221] 1.002024e+01 2.683024e-03 0.211201928 9.637614e+00
y_rep[1222] 1.043140e+01 2.715358e-03 0.211789169 1.002278e+01
y_rep[1223] 9.820629e+00 3.116976e-03 0.245898491 9.427395e+00
y_rep[1224] 1.001950e+01 2.855228e-03 0.214256895 9.616755e+00
y_rep[1225] 9.842946e+00 2.641098e-03 0.204267948 9.450436e+00
y_rep[1226] 9.914760e+00 2.644364e-03 0.212772939 9.522276e+00
y_rep[1227] 1.024701e+01 2.954971e-03 0.231202112 9.832562e+00
y_rep[1228] 1.026502e+01 2.760543e-03 0.212241975 9.860512e+00
y_rep[1229] 1.005536e+01 2.805585e-03 0.215556276 9.653458e+00
y_rep[1230] 9.939413e+00 2.679988e-03 0.212747619 9.567344e+00
y_rep[1231] 9.739954e+00 2.725010e-03 0.209127121 9.362113e+00
y_rep[1232] 9.700193e+00 2.904611e-03 0.225182883 9.289537e+00
y_rep[1233] 9.566445e+00 2.696693e-03 0.206641681 9.156876e+00
y_rep[1234] 9.536575e+00 3.411720e-03 0.245889410 9.149237e+00
y_rep[1235] 9.437828e+00 2.731877e-03 0.209807429 9.045070e+00
y_rep[1236] 9.247040e+00 7.103174e-03 0.541530872 8.844155e+00
y_rep[1237] 9.356710e+00 2.810494e-03 0.210179164 8.964208e+00
y_rep[1238] 9.071906e+00 2.776572e-03 0.215503823 8.689397e+00
y_rep[1239] 9.299489e+00 3.210825e-03 0.246859758 8.913485e+00
y_rep[1240] 9.093218e+00 3.073712e-03 0.213945786 8.697828e+00
y_rep[1241] 9.056545e+00 2.831246e-03 0.222243612 8.676668e+00
y_rep[1242] 9.241103e+00 3.135473e-03 0.245617237 8.835820e+00
y_rep[1243] 9.282837e+00 3.351514e-03 0.258840635 8.884710e+00
y_rep[1244] 8.996724e+00 2.799755e-03 0.214690643 8.596133e+00
y_rep[1245] 8.863226e+00 2.875904e-03 0.219230498 8.457839e+00
y_rep[1246] 9.071147e+00 2.710874e-03 0.209194275 8.689374e+00
y_rep[1247] 8.971365e+00 2.743612e-03 0.210620750 8.600001e+00
y_rep[1248] 8.750068e+00 2.753196e-03 0.212850059 8.354414e+00
y_rep[1249] 8.680964e+00 2.939952e-03 0.216644849 8.270722e+00
y_rep[1250] 8.445712e+00 2.876839e-03 0.223700920 8.054463e+00
y_rep[1251] 8.279382e+00 2.730393e-03 0.208247323 7.891428e+00
y_rep[1252] 8.296014e+00 2.865327e-03 0.221675361 7.886895e+00
y_rep[1253] 8.227200e+00 2.819254e-03 0.214921448 7.838129e+00
y_rep[1254] 8.414498e+00 2.947007e-03 0.230181988 8.003273e+00
y_rep[1255] 8.249996e+00 2.722486e-03 0.211838102 7.852028e+00
y_rep[1256] 8.290585e+00 3.005714e-03 0.229141384 7.871654e+00
y_rep[1257] 9.388992e+00 2.815623e-03 0.203340055 8.996753e+00
y_rep[1258] 9.568979e+00 3.509212e-03 0.268643927 9.162915e+00
y_rep[1259] 9.367779e+00 2.862700e-03 0.219647091 8.961687e+00
y_rep[1260] 9.465089e+00 2.673685e-03 0.208722102 9.075079e+00
y_rep[1261] 9.210068e+00 2.978613e-03 0.228170757 8.780062e+00
y_rep[1262] 8.789841e+00 2.661981e-03 0.210310968 8.382875e+00
y_rep[1263] 9.055931e+00 2.918387e-03 0.222320466 8.648350e+00
y_rep[1264] 9.333905e+00 2.796307e-03 0.217296516 8.917704e+00
y_rep[1265] 9.036456e+00 2.917872e-03 0.221323977 8.651376e+00
y_rep[1266] 8.847312e+00 3.353519e-03 0.256887681 8.437551e+00
y_rep[1267] 8.946151e+00 2.637626e-03 0.203075110 8.547691e+00
y_rep[1268] 8.856422e+00 3.074675e-03 0.235225482 8.444788e+00
y_rep[1269] 8.859625e+00 2.833569e-03 0.214794745 8.444404e+00
y_rep[1270] 9.078820e+00 2.822782e-03 0.218681602 8.671407e+00
y_rep[1271] 9.127036e+00 2.695139e-03 0.212972080 8.725697e+00
y_rep[1272] 9.158596e+00 2.607765e-03 0.202277399 8.763235e+00
y_rep[1273] 9.253971e+00 3.658662e-03 0.269061312 8.845640e+00
y_rep[1274] 9.396294e+00 2.716920e-03 0.215090935 9.023967e+00
y_rep[1275] 9.341524e+00 2.807521e-03 0.215564275 8.940911e+00
y_rep[1276] 9.376760e+00 2.908017e-03 0.218864090 8.988196e+00
y_rep[1277] 9.270142e+00 2.680668e-03 0.212860703 8.900576e+00
y_rep[1278] 9.223449e+00 2.845970e-03 0.219791817 8.864139e+00
y_rep[1279] 9.105861e+00 3.194034e-03 0.246226345 8.710233e+00
y_rep[1280] 8.669109e+00 2.860131e-03 0.219120999 8.283645e+00
y_rep[1281] 8.531588e+00 2.743362e-03 0.211472157 8.142124e+00
y_rep[1282] 8.866385e+00 3.157223e-03 0.249607194 8.452397e+00
y_rep[1283] 8.582484e+00 4.572502e-03 0.349508346 8.179310e+00
y_rep[1284] 8.441734e+00 3.281000e-03 0.255197229 8.036103e+00
y_rep[1285] 8.586624e+00 2.751554e-03 0.208805289 8.210160e+00
y_rep[1286] 8.218897e+00 2.934898e-03 0.224389851 7.828271e+00
y_rep[1287] 8.019269e+00 3.656606e-03 0.266881475 7.605063e+00
y_rep[1288] 9.178047e+00 4.153885e-03 0.312095285 8.766424e+00
y_rep[1289] 8.963001e+00 3.640440e-03 0.277449492 8.579211e+00
y_rep[1290] 8.921114e+00 2.935186e-03 0.227272584 8.508334e+00
y_rep[1291] 8.991692e+00 2.906371e-03 0.221308763 8.579944e+00
y_rep[1292] 8.830563e+00 2.947287e-03 0.225513351 8.424815e+00
y_rep[1293] 8.506998e+00 3.090054e-03 0.239630360 8.121390e+00
y_rep[1294] 8.447292e+00 5.427596e-03 0.402455641 8.057677e+00
y_rep[1295] 8.340499e+00 2.904107e-03 0.225727193 7.927369e+00
y_rep[1296] 8.170508e+00 2.846122e-03 0.216824227 7.788962e+00
y_rep[1297] 8.102627e+00 3.049735e-03 0.230879914 7.694305e+00
y_rep[1298] 8.087790e+00 2.906359e-03 0.222846451 7.691062e+00
y_rep[1299] 7.786504e+00 2.665739e-03 0.206972628 7.387599e+00
y_rep[1300] 7.989146e+00 2.768353e-03 0.215398587 7.615821e+00
y_rep[1301] 7.706442e+00 2.969438e-03 0.231590635 7.322506e+00
y_rep[1302] 7.877250e+00 2.739765e-03 0.214216351 7.465134e+00
y_rep[1303] 7.900196e+00 2.883545e-03 0.221460977 7.520959e+00
y_rep[1304] 7.926477e+00 2.808240e-03 0.217253638 7.525072e+00
y_rep[1305] 7.935252e+00 2.841744e-03 0.218428713 7.517528e+00
y_rep[1306] 8.267534e+00 2.867294e-03 0.218905358 7.870638e+00
y_rep[1307] 8.073304e+00 3.014823e-03 0.230653890 7.680045e+00
y_rep[1308] 7.999867e+00 3.052426e-03 0.227808693 7.602738e+00
y_rep[1309] 8.037854e+00 3.368692e-03 0.248119222 7.627676e+00
y_rep[1310] 8.305747e+00 4.263402e-03 0.331200440 7.905487e+00
y_rep[1311] 7.813592e+00 2.738136e-03 0.208063426 7.413733e+00
y_rep[1312] 8.391702e+00 3.106484e-03 0.231719717 7.990485e+00
y_rep[1313] 8.284989e+00 3.146805e-03 0.238083312 7.882212e+00
y_rep[1314] 8.391912e+00 2.957103e-03 0.224614321 7.984923e+00
y_rep[1315] 8.314931e+00 2.538427e-03 0.197946085 7.942667e+00
y_rep[1316] 8.224453e+00 2.716547e-03 0.211259623 7.807640e+00
y_rep[1317] 8.427405e+00 2.959394e-03 0.227710030 8.046997e+00
y_rep[1318] 8.420505e+00 3.058123e-03 0.226226384 8.026845e+00
y_rep[1319] 9.484022e+00 2.682057e-03 0.197989097 9.097547e+00
y_rep[1320] 9.697554e+00 2.930230e-03 0.227769800 9.300519e+00
y_rep[1321] 9.538071e+00 3.031648e-03 0.234294538 9.136621e+00
y_rep[1322] 9.632120e+00 2.696903e-03 0.210369470 9.210089e+00
y_rep[1323] 9.525681e+00 3.029654e-03 0.233533659 9.139160e+00
y_rep[1324] 9.596544e+00 3.234104e-03 0.226458954 9.198122e+00
y_rep[1325] 1.005065e+01 2.794408e-03 0.218184662 9.634798e+00
y_rep[1326] 9.753546e+00 3.148885e-03 0.230546129 9.349743e+00
y_rep[1327] 9.643091e+00 2.774290e-03 0.213876975 9.252709e+00
y_rep[1328] 9.623725e+00 3.070134e-03 0.236928902 9.218990e+00
y_rep[1329] 9.501402e+00 3.246930e-03 0.248623373 9.112239e+00
y_rep[1330] 9.702532e+00 3.849515e-03 0.299158045 9.308797e+00
y_rep[1331] 1.002925e+01 2.960387e-03 0.228815683 9.642457e+00
y_rep[1332] 9.818452e+00 2.686672e-03 0.210455576 9.435824e+00
y_rep[1333] 9.658022e+00 2.691331e-03 0.210005924 9.271655e+00
y_rep[1334] 9.602944e+00 3.293041e-03 0.255064857 9.198257e+00
y_rep[1335] 9.451810e+00 2.927190e-03 0.224912808 9.054197e+00
y_rep[1336] 9.848591e+00 3.043868e-03 0.234393736 9.450087e+00
y_rep[1337] 9.921411e+00 2.994228e-03 0.228714114 9.538729e+00
y_rep[1338] 9.633761e+00 3.046273e-03 0.230395488 9.247435e+00
y_rep[1339] 9.628726e+00 3.151980e-03 0.241697514 9.236214e+00
y_rep[1340] 9.685838e+00 2.998922e-03 0.229182707 9.279978e+00
y_rep[1341] 9.740197e+00 3.305496e-03 0.255425719 9.331041e+00
y_rep[1342] 9.912802e+00 2.567255e-03 0.201406111 9.527744e+00
y_rep[1343] 9.890471e+00 2.849535e-03 0.223013864 9.505703e+00
y_rep[1344] 9.935078e+00 2.995491e-03 0.229136017 9.517646e+00
y_rep[1345] 9.762165e+00 3.703422e-03 0.277799783 9.356308e+00
y_rep[1346] 9.795610e+00 2.756540e-03 0.211816548 9.403775e+00
y_rep[1347] 9.660791e+00 3.029597e-03 0.223842612 9.265249e+00
y_rep[1348] 9.614593e+00 3.015510e-03 0.229841115 9.210593e+00
y_rep[1349] 9.510036e+00 3.021570e-03 0.238069485 9.111123e+00
y_rep[1350] 9.688535e+00 2.911801e-03 0.225141590 9.286890e+00
y_rep[1351] 9.753193e+00 2.898708e-03 0.220634842 9.361784e+00
y_rep[1352] 9.708670e+00 3.515237e-03 0.272359360 9.307749e+00
y_rep[1353] 9.974557e+00 3.098448e-03 0.237908664 9.565035e+00
y_rep[1354] 9.862364e+00 3.197658e-03 0.232025147 9.446490e+00
y_rep[1355] 9.723318e+00 2.829345e-03 0.213572969 9.331316e+00
y_rep[1356] 9.761441e+00 2.779296e-03 0.210447424 9.381658e+00
y_rep[1357] 9.906954e+00 2.973488e-03 0.227357583 9.512922e+00
y_rep[1358] 9.826272e+00 2.736238e-03 0.213389610 9.423865e+00
y_rep[1359] 9.372423e+00 3.028451e-03 0.219766412 8.972499e+00
y_rep[1360] 9.231245e+00 2.694398e-03 0.210740067 8.845292e+00
y_rep[1361] 8.764651e+00 2.661783e-03 0.202893473 8.370777e+00
y_rep[1362] 8.684270e+00 2.517397e-03 0.199071618 8.300688e+00
y_rep[1363] 8.726946e+00 3.070911e-03 0.236405541 8.319505e+00
y_rep[1364] 8.488807e+00 3.273446e-03 0.246807132 8.091259e+00
y_rep[1365] 8.538054e+00 3.075686e-03 0.233834954 8.133308e+00
y_rep[1366] 8.065042e+00 2.817002e-03 0.218414452 7.667513e+00
y_rep[1367] 8.169065e+00 2.756319e-03 0.210290536 7.772288e+00
y_rep[1368] 7.891912e+00 2.662003e-03 0.207470961 7.513636e+00
y_rep[1369] 7.922541e+00 2.898212e-03 0.227287037 7.501573e+00
y_rep[1370] 7.723899e+00 2.701266e-03 0.212404490 7.313268e+00
y_rep[1371] 7.540059e+00 2.920128e-03 0.221404666 7.141987e+00
y_rep[1372] 8.020272e+00 3.030432e-03 0.231956760 7.621169e+00
y_rep[1373] 8.294102e+00 2.730806e-03 0.217369541 7.907726e+00
y_rep[1374] 7.992674e+00 2.974445e-03 0.220072266 7.579627e+00
y_rep[1375] 7.882010e+00 2.723273e-03 0.209600328 7.510022e+00
y_rep[1376] 7.770142e+00 2.926657e-03 0.221399849 7.364635e+00
y_rep[1377] 7.675490e+00 2.624817e-03 0.203239396 7.289637e+00
y_rep[1378] 7.758030e+00 2.996043e-03 0.229923386 7.359407e+00
y_rep[1379] 7.806724e+00 2.947581e-03 0.230227985 7.403579e+00
y_rep[1380] 7.478118e+00 2.622892e-03 0.204217284 7.092854e+00
y_rep[1381] 7.835155e+00 2.796532e-03 0.211216325 7.429108e+00
y_rep[1382] 8.134000e+00 2.863162e-03 0.221365868 7.746476e+00
y_rep[1383] 8.013496e+00 2.597760e-03 0.201804068 7.630396e+00
y_rep[1384] 8.466417e+00 2.740130e-03 0.213616864 8.088122e+00
y_rep[1385] 8.631135e+00 2.882073e-03 0.224851433 8.228679e+00
y_rep[1386] 8.429677e+00 3.476125e-03 0.268312680 8.022909e+00
y_rep[1387] 8.493023e+00 2.950131e-03 0.228310436 8.083248e+00
y_rep[1388] 8.416478e+00 2.948077e-03 0.224868257 7.994792e+00
y_rep[1389] 8.296205e+00 2.808439e-03 0.215091002 7.900918e+00
y_rep[1390] 8.371752e+00 2.828496e-03 0.220696194 8.004313e+00
y_rep[1391] 8.352368e+00 2.925803e-03 0.218347830 7.975972e+00
y_rep[1392] 8.248859e+00 2.842310e-03 0.221050308 7.834407e+00
y_rep[1393] 8.241251e+00 3.566840e-03 0.277240317 7.822093e+00
y_rep[1394] 8.123197e+00 2.866608e-03 0.230260332 7.741480e+00
y_rep[1395] 7.850229e+00 2.777066e-03 0.212486300 7.442216e+00
y_rep[1396] 8.240111e+00 2.788623e-03 0.218114832 7.849117e+00
y_rep[1397] 8.113947e+00 3.083815e-03 0.235345194 7.714882e+00
y_rep[1398] 8.788177e+00 7.158758e-03 0.553021135 8.381278e+00
y_rep[1399] 9.805634e+00 3.086336e-03 0.234331809 9.404298e+00
y_rep[1400] 9.353011e+00 2.709333e-03 0.211688066 8.942836e+00
y_rep[1401] 9.568467e+00 2.944657e-03 0.228097193 9.197057e+00
y_rep[1402] 9.827563e+00 2.929355e-03 0.222823882 9.435030e+00
y_rep[1403] 9.995597e+00 2.853307e-03 0.223401891 9.601213e+00
y_rep[1404] 9.883435e+00 2.604881e-03 0.201774340 9.495770e+00
y_rep[1405] 9.764360e+00 2.726825e-03 0.215133127 9.355193e+00
y_rep[1406] 9.785619e+00 2.671384e-03 0.205859314 9.394736e+00
y_rep[1407] 9.656769e+00 2.871065e-03 0.222929066 9.254345e+00
y_rep[1408] 9.756528e+00 3.098852e-03 0.236505569 9.351703e+00
y_rep[1409] 1.001888e+01 2.951468e-03 0.232503039 9.623340e+00
y_rep[1410] 9.964023e+00 2.904511e-03 0.226367242 9.554144e+00
y_rep[1411] 1.022035e+01 2.768239e-03 0.215313356 9.836819e+00
y_rep[1412] 1.011584e+01 2.891410e-03 0.222038482 9.703644e+00
y_rep[1413] 1.021152e+01 2.867984e-03 0.218998220 9.807016e+00
y_rep[1414] 1.090383e+01 2.687540e-03 0.205620164 1.052419e+01
y_rep[1415] 1.359346e+01 5.465605e-03 0.419119519 1.322944e+01
y_rep[1416] 1.328303e+01 3.000744e-03 0.226909847 1.288634e+01
y_rep[1417] 1.364959e+01 2.953885e-03 0.229564649 1.323588e+01
y_rep[1418] 1.376330e+01 2.834697e-03 0.218078200 1.337931e+01
y_rep[1419] 1.399637e+01 2.705268e-03 0.213135123 1.360679e+01
y_rep[1420] 1.473205e+01 3.250923e-03 0.252593707 1.433240e+01
y_rep[1421] 1.462622e+01 2.914732e-03 0.219557765 1.423835e+01
y_rep[1422] 1.451101e+01 3.250756e-03 0.245582914 1.410642e+01
y_rep[1423] 1.505638e+01 2.787827e-03 0.215535298 1.465743e+01
y_rep[1424] 1.849276e+01 3.022107e-03 0.230057731 1.810648e+01
y_rep[1425] 1.795020e+01 2.888611e-03 0.222779884 1.755765e+01
y_rep[1426] 1.727117e+01 4.726704e-03 0.366850171 1.686797e+01
y_rep[1427] 1.796050e+01 2.762517e-03 0.211524151 1.756224e+01
y_rep[1428] 1.803060e+01 9.602507e-03 0.744369605 1.764647e+01
y_rep[1429] 1.762471e+01 2.755755e-03 0.216705655 1.723010e+01
y_rep[1430] 1.779193e+01 2.964802e-03 0.227062367 1.739494e+01
y_rep[1431] 1.854422e+01 3.332386e-03 0.258992372 1.813731e+01
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log_lik[1273] 1.054856e+00 4.295846e-04 0.031292236 9.947515e-01
log_lik[1274] 1.094238e+00 4.832394e-04 0.033051825 1.028135e+00
log_lik[1275] 9.738510e-01 4.869297e-04 0.035590054 9.035795e-01
log_lik[1276] 6.361395e-01 6.195162e-04 0.044963061 5.465478e-01
log_lik[1277] 1.088241e+00 4.301642e-04 0.030625641 1.029144e+00
log_lik[1278] 4.636624e-01 6.800209e-04 0.051111516 3.644366e-01
log_lik[1279] 8.731388e-01 7.610088e-04 0.053650621 7.644225e-01
log_lik[1280] 3.510293e-01 1.049439e-03 0.075977329 1.982063e-01
log_lik[1281] 6.321502e-01 1.023065e-03 0.067479186 4.980079e-01
log_lik[1282] 5.179433e-02 1.581059e-03 0.100453990 -1.451862e-01
log_lik[1283] 7.355080e-01 8.815709e-04 0.060321757 6.125553e-01
log_lik[1284] 8.735778e-01 8.821926e-04 0.060671820 7.505108e-01
log_lik[1285] -9.226533e-01 9.565652e-04 0.069221763 -1.058196e+00
log_lik[1286] 6.781104e-01 8.169709e-04 0.057887632 5.620628e-01
log_lik[1287] 1.111881e+00 4.552979e-04 0.032008294 1.048168e+00
log_lik[1288] 1.635939e-01 1.603540e-03 0.101646301 -3.678053e-02
log_lik[1289] 7.644566e-01 7.346588e-04 0.054438754 6.557127e-01
log_lik[1290] 1.109229e+00 4.555430e-04 0.031870829 1.046515e+00
log_lik[1291] 3.512747e-02 9.531900e-04 0.064874938 -9.215160e-02
log_lik[1292] 8.136300e-01 6.303256e-04 0.046398104 7.208128e-01
log_lik[1293] 3.399368e-01 1.077879e-03 0.072037553 1.947151e-01
log_lik[1294] 1.025076e+00 7.594825e-04 0.052252694 9.167384e-01
log_lik[1295] 6.499581e-01 6.868630e-04 0.051728611 5.472505e-01
log_lik[1296] 1.139815e+00 4.314170e-04 0.029354149 1.082224e+00
log_lik[1297] 4.969334e-01 7.711997e-04 0.057639047 3.810200e-01
log_lik[1298] 4.681162e-01 9.771322e-04 0.067424375 3.322484e-01
log_lik[1299] 2.335531e-01 9.299497e-04 0.069210954 9.543675e-02
log_lik[1300] 1.119500e+00 4.738808e-04 0.032359961 1.054962e+00
log_lik[1301] 6.728070e-01 7.388417e-04 0.055444023 5.635337e-01
log_lik[1302] 1.085596e+00 5.030561e-04 0.036040566 1.012786e+00
log_lik[1303] 9.513770e-01 5.267294e-04 0.040764989 8.708837e-01
log_lik[1304] 1.108479e+00 4.558955e-04 0.031771051 1.047032e+00
log_lik[1305] 8.459779e-01 6.096727e-04 0.046310916 7.530345e-01
log_lik[1306] 1.050608e+00 8.530137e-04 0.057644753 9.232145e-01
log_lik[1307] 1.090093e+00 5.925646e-04 0.039886251 1.005862e+00
log_lik[1308] 8.930372e-01 7.531772e-04 0.053672706 7.817063e-01
log_lik[1309] 1.234389e-01 1.041136e-03 0.071622180 -1.973620e-02
log_lik[1310] 7.470490e-01 9.325117e-04 0.067462996 6.097565e-01
log_lik[1311] 1.123467e+00 5.250020e-04 0.035765599 1.046962e+00
log_lik[1312] 1.063677e+00 5.104508e-04 0.035795701 9.904826e-01
log_lik[1313] 5.954253e-01 7.991998e-04 0.057981846 4.786394e-01
log_lik[1314] 6.342578e-01 1.328434e-03 0.085246169 4.626083e-01
log_lik[1315] 9.615441e-01 5.233688e-04 0.040171127 8.820018e-01
log_lik[1316] 6.196873e-01 7.807747e-04 0.056917449 5.049995e-01
log_lik[1317] 1.110267e+00 5.418403e-04 0.037686667 1.032117e+00
log_lik[1318] 9.472613e-01 5.294559e-04 0.039956882 8.683006e-01
log_lik[1319] 2.316537e-01 7.849868e-04 0.054987204 1.235336e-01
log_lik[1320] -4.945001e-02 1.044698e-03 0.071015557 -1.898461e-01
log_lik[1321] 5.290156e-01 6.664190e-04 0.047739561 4.340657e-01
log_lik[1322] 1.133780e+00 4.274071e-04 0.029402584 1.076566e+00
log_lik[1323] 6.247445e-01 5.509368e-04 0.042202739 5.418690e-01
log_lik[1324] 4.287162e-01 7.120583e-04 0.050572179 3.296915e-01
log_lik[1325] 8.896975e-02 7.891330e-04 0.054187617 -2.036150e-02
log_lik[1326] 1.121619e+00 4.183811e-04 0.029488018 1.063727e+00
log_lik[1327] 9.621661e-01 4.137120e-04 0.032713100 8.984426e-01
log_lik[1328] 3.957905e-01 1.038862e-03 0.069071085 2.591935e-01
log_lik[1329] 9.789725e-01 4.461945e-04 0.033700453 9.129541e-01
log_lik[1330] 7.793731e-01 5.998133e-04 0.044339842 6.888503e-01
log_lik[1331] 8.987923e-01 6.649951e-04 0.044348027 8.083510e-01
log_lik[1332] 1.083525e+00 4.966027e-04 0.034262576 1.014714e+00
log_lik[1333] 1.140411e+00 4.312728e-04 0.029302488 1.082551e+00
log_lik[1334] 1.007116e+00 5.948131e-04 0.040352091 9.247325e-01
log_lik[1335] -1.641172e+00 7.986049e-04 0.066165769 -1.770454e+00
log_lik[1336] 1.020026e+00 7.357899e-04 0.047390294 9.235820e-01
log_lik[1337] 2.850315e-01 9.505262e-04 0.063760183 1.573986e-01
log_lik[1338] 1.134541e+00 4.387683e-04 0.029726719 1.075921e+00
log_lik[1339] 6.853878e-01 7.763376e-04 0.055018652 5.750321e-01
log_lik[1340] 1.121259e+00 4.399481e-04 0.030703412 1.060402e+00
log_lik[1341] 3.334583e-01 8.348351e-04 0.057196511 2.234447e-01
log_lik[1342] 8.306122e-01 1.538066e-03 0.102665471 6.163922e-01
log_lik[1343] 7.819739e-01 9.175403e-04 0.059174217 6.621794e-01
log_lik[1344] 8.942908e-01 7.324256e-04 0.051258943 7.897184e-01
log_lik[1345] 1.114731e+00 4.242339e-04 0.029585131 1.056657e+00
log_lik[1346] 7.890852e-01 6.449058e-04 0.044836740 7.001215e-01
log_lik[1347] 7.840706e-01 5.444281e-04 0.040058599 7.056411e-01
log_lik[1348] 7.848265e-01 5.130894e-04 0.040005583 7.040025e-01
log_lik[1349] 1.872936e-01 9.197642e-04 0.063890776 6.303161e-02
log_lik[1350] 1.125561e+00 4.292036e-04 0.029536612 1.067643e+00
log_lik[1351] 1.104854e+00 4.084308e-04 0.029292934 1.046330e+00
log_lik[1352] 1.140371e+00 4.301614e-04 0.029279972 1.082658e+00
log_lik[1353] 1.112513e+00 4.324035e-04 0.030501279 1.052986e+00
log_lik[1354] 1.036771e+00 4.139259e-04 0.030839940 9.769592e-01
log_lik[1355] 1.025065e+00 6.428515e-04 0.042862545 9.368782e-01
log_lik[1356] 1.139874e+00 4.283046e-04 0.029246369 1.082299e+00
log_lik[1357] 6.479927e-01 6.353358e-04 0.046074521 5.576438e-01
log_lik[1358] -1.281556e+00 7.977733e-04 0.062027505 -1.402667e+00
log_lik[1359] 8.422576e-01 6.751508e-04 0.046951167 7.477230e-01
log_lik[1360] 2.005055e-01 8.820630e-04 0.060429045 7.926478e-02
log_lik[1361] -5.202144e-01 8.854564e-04 0.064750960 -6.440360e-01
log_lik[1362] 5.754266e-01 8.187030e-04 0.060141458 4.519784e-01
log_lik[1363] 9.572725e-01 5.543543e-04 0.041401180 8.742710e-01
log_lik[1364] 7.284558e-01 8.629295e-04 0.062793111 5.993473e-01
log_lik[1365] -1.870827e+00 8.260698e-04 0.069461831 -2.009048e+00
log_lik[1366] 1.139309e+00 4.282178e-04 0.029334015 1.081728e+00
log_lik[1367] 9.437861e-01 6.476419e-04 0.047078551 8.475325e-01
log_lik[1368] 9.492899e-01 5.728167e-04 0.042121550 8.649813e-01
log_lik[1369] 1.091218e+00 4.706410e-04 0.033087506 1.027509e+00
log_lik[1370] 7.624694e-01 9.198598e-04 0.066479464 6.280054e-01
log_lik[1371] -4.841970e-01 1.134527e-03 0.081322590 -6.420478e-01
log_lik[1372] 9.885316e-01 6.041344e-04 0.043919152 8.996074e-01
log_lik[1373] -1.920705e-01 1.165872e-03 0.078215851 -3.476694e-01
log_lik[1374] 1.129677e+00 4.376609e-04 0.030255904 1.069846e+00
log_lik[1375] 7.380261e-01 6.775685e-04 0.050648480 6.370617e-01
log_lik[1376] 7.824772e-01 7.257084e-04 0.054273583 6.735346e-01
log_lik[1377] 9.636452e-01 5.626238e-04 0.041449371 8.818524e-01
log_lik[1378] 7.731476e-01 7.351503e-04 0.053934354 6.656109e-01
log_lik[1379] 1.137821e+00 4.275591e-04 0.029445310 1.080765e+00
log_lik[1380] 9.455745e-01 7.327369e-04 0.053705876 8.341047e-01
log_lik[1381] 4.637612e-01 1.006313e-03 0.071413654 3.224789e-01
log_lik[1382] 1.843184e-01 9.387118e-04 0.065843420 5.122194e-02
log_lik[1383] 8.713344e-01 8.612602e-04 0.057843223 7.534456e-01
log_lik[1384] 1.135082e+00 4.254766e-04 0.029511005 1.077928e+00
log_lik[1385] 1.063679e+00 5.625640e-04 0.038670076 9.854671e-01
log_lik[1386] 4.047318e-01 7.727733e-04 0.057973682 2.894301e-01
log_lik[1387] 1.012685e+00 4.919089e-04 0.036690520 9.390453e-01
log_lik[1388] 1.083609e+00 4.680991e-04 0.033273716 1.016940e+00
log_lik[1389] 1.007059e+00 6.887185e-04 0.046399404 9.110072e-01
log_lik[1390] 1.124681e+00 4.387214e-04 0.030400462 1.064913e+00
log_lik[1391] 1.116191e+00 4.587875e-04 0.031400910 1.054336e+00
log_lik[1392] 1.115070e+00 4.306504e-04 0.030632587 1.054654e+00
log_lik[1393] 1.133175e+00 4.429833e-04 0.030274368 1.073191e+00
log_lik[1394] 5.172589e-01 9.025077e-04 0.064172296 3.873916e-01
log_lik[1395] 7.773730e-01 7.154574e-04 0.051785435 6.740615e-01
log_lik[1396] -1.988833e-01 1.324054e-03 0.087573752 -3.747287e-01
log_lik[1397] -9.845876e-02 1.076736e-03 0.073703812 -2.459918e-01
log_lik[1398] -4.707951e-01 9.783065e-04 0.069455730 -6.032899e-01
log_lik[1399] -1.822255e+00 1.446938e-03 0.101688950 -2.018520e+00
log_lik[1400] 7.295324e-01 7.962537e-04 0.056328373 6.167117e-01
log_lik[1401] -9.256595e-01 1.091687e-03 0.074249408 -1.066626e+00
log_lik[1402] 9.548290e-01 7.076138e-04 0.047533895 8.576055e-01
log_lik[1403] -2.017564e-01 8.404500e-04 0.057494940 -3.104668e-01
log_lik[1404] 8.187169e-01 6.154267e-04 0.045460673 7.288124e-01
log_lik[1405] 1.125172e+00 4.462843e-04 0.030633732 1.065070e+00
log_lik[1406] 9.740600e-01 6.187445e-04 0.041938361 8.887574e-01
log_lik[1407] 8.427724e-01 5.573718e-04 0.042454342 7.567329e-01
log_lik[1408] 1.139060e+00 4.302682e-04 0.029432360 1.080692e+00
log_lik[1409] 1.075099e+00 4.906220e-04 0.034543699 1.005939e+00
log_lik[1410] -1.836970e+00 9.104797e-04 0.072451724 -1.977823e+00
log_lik[1411] 1.137557e+00 4.485352e-04 0.030000249 1.078017e+00
log_lik[1412] -1.040113e-01 1.224564e-03 0.077432302 -2.507060e-01
log_lik[1413] -1.097002e+00 7.660536e-04 0.059227745 -1.210206e+00
log_lik[1414] 6.000240e-02 2.691779e-03 0.167050861 -2.700468e-01
log_lik[1415] -3.565549e+00 1.711662e-03 0.125190900 -3.815656e+00
log_lik[1416] -7.209527e-01 1.058782e-03 0.073317312 -8.633826e-01
log_lik[1417] -3.137675e-01 8.615231e-04 0.059715955 -4.325945e-01
log_lik[1418] 8.422901e-01 1.121101e-03 0.070557287 6.977351e-01
log_lik[1419] -2.418574e+00 1.602170e-03 0.115114015 -2.641795e+00
log_lik[1420] 1.107593e+00 6.445223e-04 0.040678084 1.020536e+00
log_lik[1421] -5.330124e-01 9.043997e-04 0.065922615 -6.638789e-01
log_lik[1422] 6.016439e-01 1.060884e-03 0.069761962 4.565556e-01
log_lik[1423] -8.047969e-01 1.259796e-03 0.086789083 -9.728838e-01
log_lik[1424] -6.609981e+00 3.613058e-03 0.253770557 -7.128532e+00
log_lik[1425] -3.967468e+00 2.564885e-03 0.173252377 -4.319288e+00
log_lik[1426] -2.987450e-01 1.545711e-03 0.105609275 -5.109962e-01
log_lik[1427] 7.758221e-01 3.484476e-03 0.210613404 2.988622e-01
log_lik[1428] -9.962516e-01 3.205094e-03 0.205429742 -1.394060e+00
log_lik[1429] 7.527341e-01 1.381822e-03 0.092578599 5.627737e-01
log_lik[1430] 7.092883e-01 9.820762e-04 0.071866093 5.611708e-01
log_lik[1431] -1.494350e-01 2.139533e-03 0.145604354 -4.343291e-01
log_lik[1432] 6.383503e-01 2.494459e-03 0.170087831 2.725772e-01
log_lik[1433] -2.502924e+00 2.101800e-03 0.143159030 -2.780453e+00
log_lik[1434] 1.055119e+00 6.500381e-04 0.045534833 9.605826e-01
log_lik[1435] 2.934791e-01 1.685281e-03 0.111521642 6.574211e-02
log_lik[1436] 8.878267e-01 1.290701e-03 0.089369335 6.944722e-01
log_lik[1437] 1.066313e+00 6.393505e-04 0.044214131 9.718682e-01
log_lik[1438] -4.987613e-01 2.510318e-03 0.157681946 -8.080058e-01
log_lik[1439] -1.155353e-01 1.506701e-03 0.105658552 -3.278338e-01
log_lik[1440] 4.759989e-01 1.115445e-03 0.083152876 3.071039e-01
log_lik[1441] 9.224498e-01 1.013285e-03 0.067214094 7.815179e-01
log_lik[1442] 1.088065e+00 7.796145e-04 0.050956061 9.719035e-01
log_lik[1443] 6.606150e-01 1.142956e-03 0.078577199 4.996622e-01
log_lik[1444] 2.316227e-01 2.073871e-03 0.136201196 -4.546822e-02
log_lik[1445] -5.518058e-01 1.885244e-03 0.124497601 -8.006409e-01
log_lik[1446] 9.874561e-01 8.956022e-04 0.062217776 8.540781e-01
log_lik[1447] -6.499003e-02 2.641480e-03 0.172744478 -4.009777e-01
log_lik[1448] 6.058461e-01 9.557680e-04 0.063013535 4.795647e-01
log_lik[1449] -6.881793e-01 9.609992e-04 0.066790818 -8.213497e-01
log_lik[1450] -5.633027e+00 2.759838e-03 0.199323671 -6.036164e+00
log_lik[1451] 8.230187e-01 2.371597e-03 0.159221883 4.707497e-01
log_lik[1452] 1.034565e+00 8.793755e-04 0.059809643 9.017765e-01
log_lik[1453] 9.073269e-02 9.564357e-04 0.066867076 -4.221774e-02
log_lik[1454] 4.018969e-01 1.442269e-03 0.096783565 2.079756e-01
log_lik[1455] -1.076413e+00 2.112398e-03 0.139596208 -1.346946e+00
log_lik[1456] 1.070785e+00 6.341090e-04 0.044107863 9.774640e-01
log_lik[1457] 3.977408e-01 1.957161e-03 0.125845381 1.391631e-01
log_lik[1458] 3.804925e-01 1.074247e-03 0.074167508 2.322841e-01
log_lik[1459] 7.529280e-01 1.583118e-03 0.101158515 5.462870e-01
log_lik[1460] -4.164371e+00 1.683360e-03 0.130975258 -4.431437e+00
y_hat 1.230535e+01 2.836397e-03 0.214540581 1.193227e+01
lp__ 1.326045e+03 3.880461e-02 2.114807406 1.321036e+03
25% 50% 75% 97.5%
alpha 1.230277e+01 1.230541e+01 1.230808e+01 1.231327e+01
beta[1] 5.638068e-01 6.300211e-01 6.964172e-01 8.203728e-01
beta[2] 5.809136e-01 6.543761e-01 7.310711e-01 8.791121e-01
beta[3] 1.824067e+00 1.904025e+00 1.988679e+00 2.146900e+00
beta_mu[1] -1.036589e+01 6.563592e-01 1.204635e+01 3.371786e+01
beta_mu[2] -1.062952e+01 5.885662e-01 1.155506e+01 3.344149e+01
beta_mu[3] -1.016299e+01 1.505533e+00 1.277414e+01 3.509897e+01
sigma 1.136940e-01 1.161910e-01 1.187722e-01 1.238177e-01
nu 2.556965e+00 2.689058e+00 2.837847e+00 3.133675e+00
mu[1] 1.651277e+01 1.651820e+01 1.652363e+01 1.653402e+01
mu[2] 1.685065e+01 1.685655e+01 1.686222e+01 1.687321e+01
mu[3] 1.640626e+01 1.641300e+01 1.641953e+01 1.643204e+01
mu[4] 1.709292e+01 1.709894e+01 1.710503e+01 1.711673e+01
mu[5] 1.714109e+01 1.715369e+01 1.716635e+01 1.719027e+01
mu[6] 1.768770e+01 1.769508e+01 1.770258e+01 1.771694e+01
mu[7] 1.734173e+01 1.735246e+01 1.736331e+01 1.738447e+01
mu[8] 1.762171e+01 1.763642e+01 1.765101e+01 1.767967e+01
mu[9] 1.734680e+01 1.735291e+01 1.735894e+01 1.737059e+01
mu[10] 1.779868e+01 1.780515e+01 1.781179e+01 1.782418e+01
mu[11] 1.800867e+01 1.801526e+01 1.802183e+01 1.803443e+01
mu[12] 1.914057e+01 1.914838e+01 1.915628e+01 1.917151e+01
mu[13] 1.895017e+01 1.895718e+01 1.896415e+01 1.897802e+01
mu[14] 1.842380e+01 1.843084e+01 1.843785e+01 1.845151e+01
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mu[1338] 9.627702e+00 9.632070e+00 9.636429e+00 9.644704e+00
mu[1339] 9.619439e+00 9.624123e+00 9.628680e+00 9.637444e+00
mu[1340] 9.685664e+00 9.690118e+00 9.694711e+00 9.702768e+00
mu[1341] 9.728936e+00 9.732826e+00 9.736904e+00 9.744242e+00
mu[1342] 9.900238e+00 9.910338e+00 9.920215e+00 9.938866e+00
mu[1343] 9.885097e+00 9.890308e+00 9.895687e+00 9.905922e+00
mu[1344] 9.931994e+00 9.937203e+00 9.942556e+00 9.952333e+00
mu[1345] 9.756117e+00 9.759491e+00 9.762793e+00 9.768878e+00
mu[1346] 9.790380e+00 9.794410e+00 9.798540e+00 9.806107e+00
mu[1347] 9.661167e+00 9.664862e+00 9.668439e+00 9.675349e+00
mu[1348] 9.610284e+00 9.613937e+00 9.617484e+00 9.623911e+00
mu[1349] 9.503098e+00 9.507538e+00 9.511797e+00 9.519992e+00
mu[1350] 9.688180e+00 9.691566e+00 9.694804e+00 9.700889e+00
mu[1351] 9.754988e+00 9.758200e+00 9.761467e+00 9.767390e+00
mu[1352] 9.707770e+00 9.711298e+00 9.714962e+00 9.721470e+00
mu[1353] 9.969540e+00 9.973850e+00 9.978078e+00 9.986233e+00
mu[1354] 9.861353e+00 9.864823e+00 9.868240e+00 9.874595e+00
mu[1355] 9.719385e+00 9.724671e+00 9.730243e+00 9.740783e+00
mu[1356] 9.750370e+00 9.753900e+00 9.757352e+00 9.763856e+00
mu[1357] 9.898684e+00 9.902539e+00 9.906273e+00 9.913374e+00
mu[1358] 9.821357e+00 9.824720e+00 9.828083e+00 9.834172e+00
mu[1359] 9.368417e+00 9.372970e+00 9.377492e+00 9.386102e+00
mu[1360] 9.225646e+00 9.229558e+00 9.233519e+00 9.240819e+00
mu[1361] 8.765316e+00 8.769143e+00 8.772896e+00 8.779754e+00
mu[1362] 8.676885e+00 8.681668e+00 8.686314e+00 8.694940e+00
mu[1363] 8.722795e+00 8.727351e+00 8.731831e+00 8.740293e+00
mu[1364] 8.489816e+00 8.495325e+00 8.500788e+00 8.510816e+00
mu[1365] 8.536668e+00 8.540855e+00 8.544897e+00 8.552404e+00
mu[1366] 8.057204e+00 8.061707e+00 8.066074e+00 8.074458e+00
mu[1367] 8.165555e+00 8.170600e+00 8.175971e+00 8.185546e+00
mu[1368] 7.884408e+00 7.888988e+00 7.893469e+00 7.901968e+00
mu[1369] 7.921305e+00 7.925863e+00 7.930299e+00 7.938804e+00
mu[1370] 7.716353e+00 7.722220e+00 7.728119e+00 7.739234e+00
mu[1371] 7.537035e+00 7.542146e+00 7.547324e+00 7.556867e+00
mu[1372] 8.015808e+00 8.020791e+00 8.026193e+00 8.036004e+00
mu[1373] 8.292005e+00 8.297123e+00 8.302130e+00 8.311715e+00
mu[1374] 7.989695e+00 7.994627e+00 7.999784e+00 8.009121e+00
mu[1375] 7.877543e+00 7.881998e+00 7.886390e+00 7.894706e+00
mu[1376] 7.766282e+00 7.771156e+00 7.776211e+00 7.785391e+00
mu[1377] 7.666053e+00 7.670642e+00 7.675166e+00 7.683601e+00
mu[1378] 7.755122e+00 7.759968e+00 7.764779e+00 7.774108e+00
mu[1379] 7.804363e+00 7.809092e+00 7.813835e+00 7.822736e+00
mu[1380] 7.473325e+00 7.479237e+00 7.485099e+00 7.496428e+00
mu[1381] 7.830985e+00 7.836414e+00 7.841755e+00 7.851930e+00
mu[1382] 8.128157e+00 8.132579e+00 8.137021e+00 8.145164e+00
mu[1383] 8.009480e+00 8.015374e+00 8.021132e+00 8.032020e+00
mu[1384] 8.459393e+00 8.463764e+00 8.468166e+00 8.476559e+00
mu[1385] 8.625321e+00 8.630361e+00 8.635828e+00 8.645781e+00
mu[1386] 8.429261e+00 8.433365e+00 8.437585e+00 8.445145e+00
mu[1387] 8.487055e+00 8.491405e+00 8.495739e+00 8.503949e+00
mu[1388] 8.412890e+00 8.417255e+00 8.421776e+00 8.429807e+00
mu[1389] 8.288641e+00 8.294357e+00 8.300063e+00 8.311100e+00
mu[1390] 8.369483e+00 8.374081e+00 8.378610e+00 8.387108e+00
mu[1391] 8.344455e+00 8.348853e+00 8.353325e+00 8.361836e+00
mu[1392] 8.247069e+00 8.251427e+00 8.255599e+00 8.263668e+00
mu[1393] 8.235062e+00 8.241009e+00 8.246765e+00 8.257832e+00
mu[1394] 8.118394e+00 8.123197e+00 8.128022e+00 8.137314e+00
mu[1395] 7.846524e+00 7.851113e+00 7.855865e+00 7.864466e+00
mu[1396] 8.236120e+00 8.242008e+00 8.247749e+00 8.258803e+00
mu[1397] 8.109738e+00 8.114379e+00 8.119052e+00 8.127829e+00
mu[1398] 8.776611e+00 8.780795e+00 8.784995e+00 8.792667e+00
mu[1399] 9.796087e+00 9.803635e+00 9.811190e+00 9.825689e+00
mu[1400] 9.350851e+00 9.355828e+00 9.360657e+00 9.369906e+00
mu[1401] 9.559330e+00 9.564026e+00 9.568524e+00 9.577349e+00
mu[1402] 9.820772e+00 9.825969e+00 9.831129e+00 9.841025e+00
mu[1403] 9.996885e+00 1.000032e+01 1.000372e+01 1.001003e+01
mu[1404] 9.879065e+00 9.883419e+00 9.887577e+00 9.895364e+00
mu[1405] 9.760572e+00 9.765157e+00 9.769743e+00 9.778680e+00
mu[1406] 9.784662e+00 9.789328e+00 9.793827e+00 9.802655e+00
mu[1407] 9.652964e+00 9.657200e+00 9.661083e+00 9.668397e+00
mu[1408] 9.751165e+00 9.756290e+00 9.761517e+00 9.771489e+00
mu[1409] 1.001525e+01 1.002011e+01 1.002477e+01 1.003373e+01
mu[1410] 9.959453e+00 9.963914e+00 9.968504e+00 9.977081e+00
mu[1411] 1.021245e+01 1.021864e+01 1.022485e+01 1.023695e+01
mu[1412] 1.010799e+01 1.011283e+01 1.011775e+01 1.012707e+01
mu[1413] 1.020881e+01 1.021192e+01 1.021507e+01 1.022067e+01
mu[1414] 1.089144e+01 1.090312e+01 1.091472e+01 1.093735e+01
mu[1415] 1.358444e+01 1.359350e+01 1.360276e+01 1.362092e+01
mu[1416] 1.328111e+01 1.328569e+01 1.329016e+01 1.329855e+01
mu[1417] 1.364610e+01 1.364938e+01 1.365278e+01 1.365913e+01
mu[1418] 1.375712e+01 1.376393e+01 1.377047e+01 1.378396e+01
mu[1419] 1.398669e+01 1.399620e+01 1.400545e+01 1.402414e+01
mu[1420] 1.472899e+01 1.473684e+01 1.474466e+01 1.476055e+01
mu[1421] 1.462340e+01 1.462737e+01 1.463115e+01 1.463843e+01
mu[1422] 1.450367e+01 1.450881e+01 1.451442e+01 1.452567e+01
mu[1423] 1.505590e+01 1.506145e+01 1.506701e+01 1.507774e+01
mu[1424] 1.847420e+01 1.849307e+01 1.851180e+01 1.854789e+01
mu[1425] 1.792995e+01 1.794718e+01 1.796469e+01 1.799880e+01
mu[1426] 1.726822e+01 1.727519e+01 1.728190e+01 1.729580e+01
mu[1427] 1.794120e+01 1.796118e+01 1.798186e+01 1.802099e+01
mu[1428] 1.801844e+01 1.803373e+01 1.804890e+01 1.807882e+01
mu[1429] 1.761977e+01 1.762780e+01 1.763585e+01 1.765203e+01
mu[1430] 1.778688e+01 1.779300e+01 1.779915e+01 1.781092e+01
mu[1431] 1.853787e+01 1.854725e+01 1.855772e+01 1.857683e+01
mu[1432] 1.849864e+01 1.851244e+01 1.852610e+01 1.855368e+01
mu[1433] 1.888458e+01 1.889725e+01 1.890982e+01 1.893473e+01
mu[1434] 1.839386e+01 1.840064e+01 1.840738e+01 1.842008e+01
mu[1435] 1.842765e+01 1.843562e+01 1.844314e+01 1.845843e+01
mu[1436] 1.822258e+01 1.823169e+01 1.824093e+01 1.825906e+01
mu[1437] 1.826003e+01 1.826687e+01 1.827340e+01 1.828628e+01
mu[1438] 1.782019e+01 1.783105e+01 1.784178e+01 1.786276e+01
mu[1439] 1.816955e+01 1.817651e+01 1.818372e+01 1.819715e+01
mu[1440] 1.775709e+01 1.776344e+01 1.776947e+01 1.778175e+01
mu[1441] 1.765292e+01 1.766024e+01 1.766732e+01 1.768136e+01
mu[1442] 1.697222e+01 1.698189e+01 1.699141e+01 1.700933e+01
mu[1443] 1.685350e+01 1.685980e+01 1.686624e+01 1.687905e+01
mu[1444] 1.697301e+01 1.698268e+01 1.699240e+01 1.701153e+01
mu[1445] 1.686099e+01 1.686934e+01 1.687759e+01 1.689419e+01
mu[1446] 1.584943e+01 1.585730e+01 1.586466e+01 1.587932e+01
mu[1447] 1.455036e+01 1.456292e+01 1.457473e+01 1.459681e+01
mu[1448] 1.442794e+01 1.443292e+01 1.443772e+01 1.444733e+01
mu[1449] 1.433287e+01 1.433667e+01 1.434043e+01 1.434760e+01
mu[1450] 1.346848e+01 1.347685e+01 1.348541e+01 1.350153e+01
mu[1451] 1.495260e+01 1.496833e+01 1.498451e+01 1.501372e+01
mu[1452] 1.470461e+01 1.471338e+01 1.472214e+01 1.473869e+01
mu[1453] 1.550282e+01 1.550720e+01 1.551166e+01 1.551989e+01
mu[1454] 1.542269e+01 1.542988e+01 1.543688e+01 1.545009e+01
mu[1455] 1.552246e+01 1.553280e+01 1.554292e+01 1.556249e+01
mu[1456] 1.593781e+01 1.594426e+01 1.595131e+01 1.596491e+01
mu[1457] 1.624156e+01 1.625049e+01 1.626011e+01 1.627813e+01
mu[1458] 1.579774e+01 1.580321e+01 1.580868e+01 1.581900e+01
mu[1459] 1.608622e+01 1.609513e+01 1.610433e+01 1.612207e+01
mu[1460] 1.628131e+01 1.628650e+01 1.629157e+01 1.630103e+01
y_rep[1] 1.642859e+01 1.652021e+01 1.660942e+01 1.693448e+01
y_rep[2] 1.676673e+01 1.685778e+01 1.694952e+01 1.725982e+01
y_rep[3] 1.632391e+01 1.641451e+01 1.650297e+01 1.679779e+01
y_rep[4] 1.700788e+01 1.710039e+01 1.718987e+01 1.749636e+01
y_rep[5] 1.706315e+01 1.715485e+01 1.724844e+01 1.753819e+01
y_rep[6] 1.760731e+01 1.769469e+01 1.778491e+01 1.805693e+01
y_rep[7] 1.725869e+01 1.734719e+01 1.743543e+01 1.774485e+01
y_rep[8] 1.754404e+01 1.763586e+01 1.773191e+01 1.802779e+01
y_rep[9] 1.726425e+01 1.735510e+01 1.744568e+01 1.774691e+01
y_rep[10] 1.771141e+01 1.780597e+01 1.789378e+01 1.817610e+01
y_rep[11] 1.792231e+01 1.801313e+01 1.810208e+01 1.839645e+01
y_rep[12] 1.905297e+01 1.914679e+01 1.923916e+01 1.954233e+01
y_rep[13] 1.886301e+01 1.895625e+01 1.904648e+01 1.934774e+01
y_rep[14] 1.834302e+01 1.843101e+01 1.852016e+01 1.881786e+01
y_rep[15] 1.741285e+01 1.750533e+01 1.759719e+01 1.789978e+01
y_rep[16] 1.679544e+01 1.688388e+01 1.697343e+01 1.725491e+01
y_rep[17] 1.711183e+01 1.719980e+01 1.729102e+01 1.758463e+01
y_rep[18] 1.737503e+01 1.746957e+01 1.755809e+01 1.784883e+01
y_rep[19] 1.710755e+01 1.719694e+01 1.728813e+01 1.758760e+01
y_rep[20] 1.639113e+01 1.648361e+01 1.657471e+01 1.686326e+01
y_rep[21] 1.615279e+01 1.624513e+01 1.633439e+01 1.664823e+01
y_rep[22] 1.629700e+01 1.639042e+01 1.648102e+01 1.679303e+01
y_rep[23] 1.625463e+01 1.634623e+01 1.643272e+01 1.672186e+01
y_rep[24] 1.674711e+01 1.684095e+01 1.692970e+01 1.723732e+01
y_rep[25] 1.684270e+01 1.693048e+01 1.702047e+01 1.731117e+01
y_rep[26] 1.609812e+01 1.618981e+01 1.627999e+01 1.657878e+01
y_rep[27] 1.597251e+01 1.606483e+01 1.615572e+01 1.644925e+01
y_rep[28] 1.575715e+01 1.584558e+01 1.593756e+01 1.625544e+01
y_rep[29] 1.535075e+01 1.543996e+01 1.552605e+01 1.583267e+01
y_rep[30] 1.514578e+01 1.523515e+01 1.532842e+01 1.565876e+01
y_rep[31] 1.522503e+01 1.531469e+01 1.540148e+01 1.567186e+01
y_rep[32] 1.458339e+01 1.467445e+01 1.476856e+01 1.507492e+01
y_rep[33] 1.405935e+01 1.415228e+01 1.424355e+01 1.456434e+01
y_rep[34] 1.384377e+01 1.393650e+01 1.402551e+01 1.431986e+01
y_rep[35] 1.313350e+01 1.322721e+01 1.331683e+01 1.362462e+01
y_rep[36] 1.308042e+01 1.317359e+01 1.326491e+01 1.355115e+01
y_rep[37] 1.352445e+01 1.361528e+01 1.370185e+01 1.401263e+01
y_rep[38] 1.472225e+01 1.481122e+01 1.490539e+01 1.521108e+01
y_rep[39] 1.513158e+01 1.522623e+01 1.531493e+01 1.562464e+01
y_rep[40] 1.469601e+01 1.478802e+01 1.487948e+01 1.518413e+01
y_rep[41] 1.459403e+01 1.468574e+01 1.477818e+01 1.509201e+01
y_rep[42] 1.480668e+01 1.489533e+01 1.498519e+01 1.530106e+01
y_rep[43] 1.466731e+01 1.475481e+01 1.484544e+01 1.513321e+01
y_rep[44] 1.513346e+01 1.522973e+01 1.532168e+01 1.561262e+01
y_rep[45] 1.453813e+01 1.463037e+01 1.471770e+01 1.503307e+01
y_rep[46] 1.367765e+01 1.376672e+01 1.385592e+01 1.415755e+01
y_rep[47] 1.351560e+01 1.360630e+01 1.369668e+01 1.400849e+01
y_rep[48] 1.371792e+01 1.380656e+01 1.389860e+01 1.421042e+01
y_rep[49] 1.440959e+01 1.449771e+01 1.458836e+01 1.488307e+01
y_rep[50] 1.484882e+01 1.493990e+01 1.502909e+01 1.531511e+01
y_rep[51] 1.492155e+01 1.501251e+01 1.510018e+01 1.538229e+01
y_rep[52] 1.431348e+01 1.440461e+01 1.449388e+01 1.478638e+01
y_rep[53] 1.415378e+01 1.424412e+01 1.433440e+01 1.463454e+01
y_rep[54] 1.423502e+01 1.432654e+01 1.441821e+01 1.469807e+01
y_rep[55] 1.414914e+01 1.423758e+01 1.432551e+01 1.462918e+01
y_rep[56] 1.424009e+01 1.432859e+01 1.441775e+01 1.471116e+01
y_rep[57] 1.441316e+01 1.450158e+01 1.459406e+01 1.490265e+01
y_rep[58] 1.462624e+01 1.471782e+01 1.480792e+01 1.512097e+01
y_rep[59] 1.402934e+01 1.412123e+01 1.421495e+01 1.452597e+01
y_rep[60] 1.385741e+01 1.395017e+01 1.404142e+01 1.434793e+01
y_rep[61] 1.298741e+01 1.307929e+01 1.317270e+01 1.344092e+01
y_rep[62] 1.294701e+01 1.303626e+01 1.312570e+01 1.344460e+01
y_rep[63] 1.407716e+01 1.416806e+01 1.425685e+01 1.455221e+01
y_rep[64] 1.389264e+01 1.398381e+01 1.407117e+01 1.436641e+01
y_rep[65] 1.349209e+01 1.358052e+01 1.367125e+01 1.397379e+01
y_rep[66] 1.319224e+01 1.328527e+01 1.337763e+01 1.370302e+01
y_rep[67] 1.329982e+01 1.338917e+01 1.347923e+01 1.380426e+01
y_rep[68] 1.346851e+01 1.355617e+01 1.364465e+01 1.397142e+01
y_rep[69] 1.378728e+01 1.387904e+01 1.396765e+01 1.426892e+01
y_rep[70] 1.393829e+01 1.402582e+01 1.411597e+01 1.441581e+01
y_rep[71] 1.373265e+01 1.381941e+01 1.390726e+01 1.421493e+01
y_rep[72] 1.280456e+01 1.289324e+01 1.298494e+01 1.326793e+01
y_rep[73] 1.225522e+01 1.234782e+01 1.243488e+01 1.276866e+01
y_rep[74] 1.217541e+01 1.226393e+01 1.235372e+01 1.265575e+01
y_rep[75] 1.210414e+01 1.219435e+01 1.228383e+01 1.258079e+01
y_rep[76] 1.284246e+01 1.293099e+01 1.302163e+01 1.332420e+01
y_rep[77] 1.286253e+01 1.295911e+01 1.304870e+01 1.336253e+01
y_rep[78] 1.276589e+01 1.285443e+01 1.294595e+01 1.326325e+01
y_rep[79] 1.230990e+01 1.240327e+01 1.249515e+01 1.279410e+01
y_rep[80] 1.229548e+01 1.238478e+01 1.247557e+01 1.278446e+01
y_rep[81] 1.225011e+01 1.234030e+01 1.243090e+01 1.274924e+01
y_rep[82] 1.240697e+01 1.249436e+01 1.258811e+01 1.290193e+01
y_rep[83] 1.260089e+01 1.269042e+01 1.278029e+01 1.308316e+01
y_rep[84] 1.286426e+01 1.295545e+01 1.304546e+01 1.334867e+01
y_rep[85] 1.252816e+01 1.261562e+01 1.270442e+01 1.302016e+01
y_rep[86] 1.201162e+01 1.209959e+01 1.219001e+01 1.248256e+01
y_rep[87] 1.274786e+01 1.283969e+01 1.293203e+01 1.322391e+01
y_rep[88] 1.303326e+01 1.312334e+01 1.321287e+01 1.351754e+01
y_rep[89] 1.298289e+01 1.307598e+01 1.316785e+01 1.348856e+01
y_rep[90] 1.371031e+01 1.380147e+01 1.388798e+01 1.420179e+01
y_rep[91] 1.371608e+01 1.380518e+01 1.389259e+01 1.418003e+01
y_rep[92] 1.336604e+01 1.345846e+01 1.355420e+01 1.387339e+01
y_rep[93] 1.305207e+01 1.314509e+01 1.323388e+01 1.353386e+01
y_rep[94] 1.329074e+01 1.338193e+01 1.347351e+01 1.377383e+01
y_rep[95] 1.329953e+01 1.338440e+01 1.347270e+01 1.377779e+01
y_rep[96] 1.350001e+01 1.359439e+01 1.368417e+01 1.399604e+01
y_rep[97] 1.365299e+01 1.374424e+01 1.383696e+01 1.412035e+01
y_rep[98] 1.340622e+01 1.349546e+01 1.358689e+01 1.387479e+01
y_rep[99] 1.293816e+01 1.302569e+01 1.311954e+01 1.343653e+01
y_rep[100] 1.271436e+01 1.280476e+01 1.289566e+01 1.318346e+01
y_rep[101] 1.269093e+01 1.278170e+01 1.287173e+01 1.318701e+01
y_rep[102] 1.309790e+01 1.319010e+01 1.328235e+01 1.360539e+01
y_rep[103] 1.405707e+01 1.414833e+01 1.423905e+01 1.455471e+01
y_rep[104] 1.360682e+01 1.369917e+01 1.379134e+01 1.410303e+01
y_rep[105] 1.337486e+01 1.346609e+01 1.355527e+01 1.387027e+01
y_rep[106] 1.327584e+01 1.336829e+01 1.346165e+01 1.377817e+01
y_rep[107] 1.278858e+01 1.288336e+01 1.297335e+01 1.327379e+01
y_rep[108] 1.285872e+01 1.294607e+01 1.303619e+01 1.334480e+01
y_rep[109] 1.339263e+01 1.348221e+01 1.357105e+01 1.389240e+01
y_rep[110] 1.332095e+01 1.341088e+01 1.350051e+01 1.381877e+01
y_rep[111] 1.276691e+01 1.285799e+01 1.294731e+01 1.323844e+01
y_rep[112] 1.270628e+01 1.279742e+01 1.288588e+01 1.323245e+01
y_rep[113] 1.177942e+01 1.186754e+01 1.195864e+01 1.225565e+01
y_rep[114] 1.128864e+01 1.138043e+01 1.147309e+01 1.178142e+01
y_rep[115] 1.147737e+01 1.156726e+01 1.166253e+01 1.197512e+01
y_rep[116] 1.201128e+01 1.210305e+01 1.219284e+01 1.249759e+01
y_rep[117] 1.200195e+01 1.208620e+01 1.217507e+01 1.247154e+01
y_rep[118] 1.158293e+01 1.167637e+01 1.176670e+01 1.206817e+01
y_rep[119] 1.145745e+01 1.154634e+01 1.164067e+01 1.194895e+01
y_rep[120] 1.110457e+01 1.119953e+01 1.128461e+01 1.159883e+01
y_rep[121] 1.107317e+01 1.116921e+01 1.125835e+01 1.159473e+01
y_rep[122] 1.152765e+01 1.161955e+01 1.170928e+01 1.202556e+01
y_rep[123] 1.189407e+01 1.198449e+01 1.207784e+01 1.237978e+01
y_rep[124] 1.199149e+01 1.208100e+01 1.217210e+01 1.247674e+01
y_rep[125] 1.187754e+01 1.197159e+01 1.206428e+01 1.237523e+01
y_rep[126] 1.138212e+01 1.147385e+01 1.156328e+01 1.187661e+01
y_rep[127] 1.101576e+01 1.110708e+01 1.119811e+01 1.149553e+01
y_rep[128] 1.114100e+01 1.123356e+01 1.132523e+01 1.163289e+01
y_rep[129] 1.120641e+01 1.129531e+01 1.138606e+01 1.168044e+01
y_rep[130] 1.138832e+01 1.147654e+01 1.156826e+01 1.187173e+01
y_rep[131] 1.135235e+01 1.144381e+01 1.153533e+01 1.184116e+01
y_rep[132] 1.076511e+01 1.085864e+01 1.095293e+01 1.128091e+01
y_rep[133] 1.047334e+01 1.056333e+01 1.065431e+01 1.096090e+01
y_rep[134] 1.060795e+01 1.069652e+01 1.078382e+01 1.109804e+01
y_rep[135] 1.081433e+01 1.090483e+01 1.099666e+01 1.128563e+01
y_rep[136] 1.069783e+01 1.078360e+01 1.087438e+01 1.117705e+01
y_rep[137] 1.144752e+01 1.154134e+01 1.163286e+01 1.193797e+01
y_rep[138] 1.142051e+01 1.150992e+01 1.160033e+01 1.190668e+01
y_rep[139] 1.098704e+01 1.107861e+01 1.116914e+01 1.148145e+01
y_rep[140] 1.072484e+01 1.081661e+01 1.090786e+01 1.120223e+01
y_rep[141] 1.155487e+01 1.164489e+01 1.173347e+01 1.202833e+01
y_rep[142] 1.115021e+01 1.124369e+01 1.133414e+01 1.162742e+01
y_rep[143] 1.127113e+01 1.135835e+01 1.145237e+01 1.175922e+01
y_rep[144] 1.120534e+01 1.129655e+01 1.138605e+01 1.170234e+01
y_rep[145] 1.044770e+01 1.053796e+01 1.063047e+01 1.092818e+01
y_rep[146] 1.015296e+01 1.024556e+01 1.033621e+01 1.066241e+01
y_rep[147] 1.018247e+01 1.027466e+01 1.036581e+01 1.068235e+01
y_rep[148] 1.055371e+01 1.064681e+01 1.073508e+01 1.101477e+01
y_rep[149] 1.048807e+01 1.057773e+01 1.066571e+01 1.096166e+01
y_rep[150] 1.075406e+01 1.084978e+01 1.093954e+01 1.125831e+01
y_rep[151] 1.061659e+01 1.070864e+01 1.079746e+01 1.111084e+01
y_rep[152] 1.056447e+01 1.065617e+01 1.075270e+01 1.106253e+01
y_rep[153] 1.010352e+01 1.019340e+01 1.028597e+01 1.059055e+01
y_rep[154] 9.937562e+00 1.002490e+01 1.011366e+01 1.044462e+01
y_rep[155] 1.010920e+01 1.019968e+01 1.028689e+01 1.061538e+01
y_rep[156] 1.081363e+01 1.090348e+01 1.099229e+01 1.129263e+01
y_rep[157] 1.109018e+01 1.118458e+01 1.127241e+01 1.157133e+01
y_rep[158] 1.123235e+01 1.132378e+01 1.141660e+01 1.173275e+01
y_rep[159] 1.109505e+01 1.118376e+01 1.127394e+01 1.158707e+01
y_rep[160] 1.036194e+01 1.045399e+01 1.054188e+01 1.086348e+01
y_rep[161] 1.019116e+01 1.028000e+01 1.036679e+01 1.068356e+01
y_rep[162] 1.068259e+01 1.077614e+01 1.086183e+01 1.115058e+01
y_rep[163] 1.081372e+01 1.090088e+01 1.099153e+01 1.131335e+01
y_rep[164] 1.074782e+01 1.084097e+01 1.092604e+01 1.123672e+01
y_rep[165] 1.071118e+01 1.079974e+01 1.089221e+01 1.120110e+01
y_rep[166] 1.082939e+01 1.092155e+01 1.101044e+01 1.131161e+01
y_rep[167] 1.062806e+01 1.071885e+01 1.080762e+01 1.111037e+01
y_rep[168] 1.053278e+01 1.062117e+01 1.071141e+01 1.100122e+01
y_rep[169] 1.320477e+01 1.329535e+01 1.338778e+01 1.369676e+01
y_rep[170] 1.737349e+01 1.748411e+01 1.759066e+01 1.792065e+01
y_rep[171] 1.639433e+01 1.648802e+01 1.658023e+01 1.689056e+01
y_rep[172] 1.656850e+01 1.666039e+01 1.674762e+01 1.704397e+01
y_rep[173] 1.684104e+01 1.692840e+01 1.702127e+01 1.732192e+01
y_rep[174] 1.690090e+01 1.699146e+01 1.708013e+01 1.737907e+01
y_rep[175] 1.749545e+01 1.758535e+01 1.767864e+01 1.801938e+01
y_rep[176] 1.777703e+01 1.787029e+01 1.796331e+01 1.825763e+01
y_rep[177] 1.713244e+01 1.722411e+01 1.731623e+01 1.760989e+01
y_rep[178] 1.730354e+01 1.739541e+01 1.748664e+01 1.779508e+01
y_rep[179] 1.752233e+01 1.761302e+01 1.770334e+01 1.800215e+01
y_rep[180] 1.727849e+01 1.737096e+01 1.746241e+01 1.776778e+01
y_rep[181] 1.711595e+01 1.720617e+01 1.729369e+01 1.758881e+01
y_rep[182] 1.716049e+01 1.725084e+01 1.733989e+01 1.769403e+01
y_rep[183] 1.678523e+01 1.687796e+01 1.697039e+01 1.728642e+01
y_rep[184] 1.723725e+01 1.732664e+01 1.741735e+01 1.773422e+01
y_rep[185] 1.742676e+01 1.751413e+01 1.760963e+01 1.790814e+01
y_rep[186] 1.700562e+01 1.710055e+01 1.718965e+01 1.750379e+01
y_rep[187] 1.703030e+01 1.712216e+01 1.721249e+01 1.752361e+01
y_rep[188] 1.700827e+01 1.709914e+01 1.719317e+01 1.749546e+01
y_rep[189] 1.745994e+01 1.755000e+01 1.763491e+01 1.795515e+01
y_rep[190] 1.758170e+01 1.767180e+01 1.776355e+01 1.805603e+01
y_rep[191] 1.862033e+01 1.871167e+01 1.880306e+01 1.909193e+01
y_rep[192] 1.715827e+01 1.725858e+01 1.736183e+01 1.768198e+01
y_rep[193] 1.424538e+01 1.433598e+01 1.442488e+01 1.475058e+01
y_rep[194] 1.411159e+01 1.420045e+01 1.429152e+01 1.459727e+01
y_rep[195] 1.373051e+01 1.382013e+01 1.391044e+01 1.419186e+01
y_rep[196] 1.303809e+01 1.312815e+01 1.322147e+01 1.353830e+01
y_rep[197] 1.281997e+01 1.291247e+01 1.300100e+01 1.329682e+01
y_rep[198] 1.312941e+01 1.321669e+01 1.330587e+01 1.363413e+01
y_rep[199] 1.385867e+01 1.394625e+01 1.403800e+01 1.437884e+01
y_rep[200] 1.382651e+01 1.391950e+01 1.400944e+01 1.431587e+01
y_rep[201] 1.354208e+01 1.363050e+01 1.372135e+01 1.401415e+01
y_rep[202] 1.307838e+01 1.316718e+01 1.325859e+01 1.358374e+01
y_rep[203] 1.295241e+01 1.304164e+01 1.313363e+01 1.341580e+01
y_rep[204] 1.432113e+01 1.441307e+01 1.450462e+01 1.479887e+01
y_rep[205] 1.544488e+01 1.553977e+01 1.563153e+01 1.594015e+01
y_rep[206] 1.537529e+01 1.546743e+01 1.555737e+01 1.585729e+01
y_rep[207] 1.504656e+01 1.513988e+01 1.523431e+01 1.557610e+01
y_rep[208] 1.508081e+01 1.516884e+01 1.525923e+01 1.556722e+01
y_rep[209] 1.465043e+01 1.473997e+01 1.483131e+01 1.511912e+01
y_rep[210] 1.470204e+01 1.479245e+01 1.487832e+01 1.517195e+01
y_rep[211] 1.474097e+01 1.483447e+01 1.492278e+01 1.522876e+01
y_rep[212] 1.484821e+01 1.493950e+01 1.502851e+01 1.533804e+01
y_rep[213] 1.437631e+01 1.446255e+01 1.455246e+01 1.487018e+01
y_rep[214] 1.397556e+01 1.406707e+01 1.415861e+01 1.448306e+01
y_rep[215] 1.355112e+01 1.363871e+01 1.372856e+01 1.402947e+01
y_rep[216] 1.334225e+01 1.343781e+01 1.353001e+01 1.384151e+01
y_rep[217] 1.346385e+01 1.355404e+01 1.364539e+01 1.396912e+01
y_rep[218] 1.399625e+01 1.408687e+01 1.417461e+01 1.449128e+01
y_rep[219] 1.426539e+01 1.435796e+01 1.444818e+01 1.473283e+01
y_rep[220] 1.409928e+01 1.419143e+01 1.427738e+01 1.456680e+01
y_rep[221] 1.365513e+01 1.374717e+01 1.383583e+01 1.417521e+01
y_rep[222] 1.304842e+01 1.314256e+01 1.323431e+01 1.354456e+01
y_rep[223] 1.307534e+01 1.316620e+01 1.325206e+01 1.353902e+01
y_rep[224] 1.307921e+01 1.316652e+01 1.325352e+01 1.355253e+01
y_rep[225] 1.352195e+01 1.361196e+01 1.370201e+01 1.401388e+01
y_rep[226] 1.320183e+01 1.329112e+01 1.338190e+01 1.367557e+01
y_rep[227] 1.262273e+01 1.271408e+01 1.280553e+01 1.309652e+01
y_rep[228] 1.184952e+01 1.194001e+01 1.202986e+01 1.232426e+01
y_rep[229] 1.162789e+01 1.171838e+01 1.180978e+01 1.209723e+01
y_rep[230] 1.141148e+01 1.150354e+01 1.159503e+01 1.188309e+01
y_rep[231] 1.155385e+01 1.164489e+01 1.173366e+01 1.203865e+01
y_rep[232] 1.252064e+01 1.261169e+01 1.270302e+01 1.300144e+01
y_rep[233] 1.251463e+01 1.260687e+01 1.269808e+01 1.300787e+01
y_rep[234] 1.204997e+01 1.214219e+01 1.223335e+01 1.252349e+01
y_rep[235] 1.227119e+01 1.235953e+01 1.245018e+01 1.275095e+01
y_rep[236] 1.250912e+01 1.260146e+01 1.269126e+01 1.299144e+01
y_rep[237] 1.255976e+01 1.264700e+01 1.273731e+01 1.303650e+01
y_rep[238] 1.252281e+01 1.261109e+01 1.270224e+01 1.301707e+01
y_rep[239] 1.338942e+01 1.347778e+01 1.356666e+01 1.387074e+01
y_rep[240] 1.395420e+01 1.404355e+01 1.413519e+01 1.441924e+01
y_rep[241] 1.342717e+01 1.351869e+01 1.361549e+01 1.389537e+01
y_rep[242] 1.335755e+01 1.345158e+01 1.354206e+01 1.385965e+01
y_rep[243] 1.343261e+01 1.352106e+01 1.361672e+01 1.391523e+01
y_rep[244] 1.345917e+01 1.355447e+01 1.364587e+01 1.396570e+01
y_rep[245] 1.376510e+01 1.385400e+01 1.394236e+01 1.425445e+01
y_rep[246] 1.435672e+01 1.444842e+01 1.454008e+01 1.485247e+01
y_rep[247] 1.397753e+01 1.406321e+01 1.415293e+01 1.444303e+01
y_rep[248] 1.360346e+01 1.368958e+01 1.378172e+01 1.410150e+01
y_rep[249] 1.374409e+01 1.383563e+01 1.393101e+01 1.424600e+01
y_rep[250] 1.344077e+01 1.353170e+01 1.362030e+01 1.393209e+01
y_rep[251] 1.406382e+01 1.415439e+01 1.424542e+01 1.452464e+01
y_rep[252] 1.444666e+01 1.453801e+01 1.462930e+01 1.494143e+01
y_rep[253] 1.446894e+01 1.455802e+01 1.464783e+01 1.494824e+01
y_rep[254] 1.405311e+01 1.414877e+01 1.423955e+01 1.454794e+01
y_rep[255] 1.364304e+01 1.373323e+01 1.382675e+01 1.417610e+01
y_rep[256] 1.361067e+01 1.370111e+01 1.379507e+01 1.409988e+01
y_rep[257] 1.385392e+01 1.394271e+01 1.403173e+01 1.433878e+01
y_rep[258] 1.384161e+01 1.393384e+01 1.402823e+01 1.433323e+01
y_rep[259] 1.353364e+01 1.362459e+01 1.371533e+01 1.401929e+01
y_rep[260] 1.350072e+01 1.359540e+01 1.368638e+01 1.397557e+01
y_rep[261] 1.341920e+01 1.351150e+01 1.360140e+01 1.391257e+01
y_rep[262] 1.232210e+01 1.241172e+01 1.250691e+01 1.282256e+01
y_rep[263] 1.203217e+01 1.212212e+01 1.221293e+01 1.250849e+01
y_rep[264] 1.228112e+01 1.236728e+01 1.245834e+01 1.276870e+01
y_rep[265] 1.236438e+01 1.245515e+01 1.254532e+01 1.286476e+01
y_rep[266] 1.334206e+01 1.343284e+01 1.352659e+01 1.382938e+01
y_rep[267] 1.307737e+01 1.316859e+01 1.325906e+01 1.357396e+01
y_rep[268] 1.261886e+01 1.270868e+01 1.279602e+01 1.311717e+01
y_rep[269] 1.248529e+01 1.257575e+01 1.266815e+01 1.297658e+01
y_rep[270] 1.294495e+01 1.303619e+01 1.312757e+01 1.344095e+01
y_rep[271] 1.344784e+01 1.353648e+01 1.362972e+01 1.393771e+01
y_rep[272] 1.366626e+01 1.375743e+01 1.384855e+01 1.415981e+01
y_rep[273] 1.347480e+01 1.356473e+01 1.365518e+01 1.393706e+01
y_rep[274] 1.337855e+01 1.347452e+01 1.356584e+01 1.387558e+01
y_rep[275] 1.273122e+01 1.282191e+01 1.291169e+01 1.321904e+01
y_rep[276] 1.256807e+01 1.265939e+01 1.274815e+01 1.303218e+01
y_rep[277] 1.261204e+01 1.270325e+01 1.279414e+01 1.309667e+01
y_rep[278] 1.276905e+01 1.286255e+01 1.295702e+01 1.326477e+01
y_rep[279] 1.276129e+01 1.285385e+01 1.294355e+01 1.325995e+01
y_rep[280] 1.282847e+01 1.291746e+01 1.300618e+01 1.334756e+01
y_rep[281] 1.271319e+01 1.280268e+01 1.289326e+01 1.317754e+01
y_rep[282] 1.253408e+01 1.262387e+01 1.271840e+01 1.302474e+01
y_rep[283] 1.315637e+01 1.324400e+01 1.333352e+01 1.366431e+01
y_rep[284] 1.298862e+01 1.307790e+01 1.316484e+01 1.348414e+01
y_rep[285] 1.348917e+01 1.358088e+01 1.367272e+01 1.396960e+01
y_rep[286] 1.359125e+01 1.368270e+01 1.377334e+01 1.407590e+01
y_rep[287] 1.339428e+01 1.348204e+01 1.357252e+01 1.387404e+01
y_rep[288] 1.311708e+01 1.320588e+01 1.329658e+01 1.360062e+01
y_rep[289] 1.272741e+01 1.282216e+01 1.291439e+01 1.323416e+01
y_rep[290] 1.264068e+01 1.272927e+01 1.281680e+01 1.310500e+01
y_rep[291] 1.280885e+01 1.289638e+01 1.298882e+01 1.329724e+01
y_rep[292] 1.296697e+01 1.305847e+01 1.314651e+01 1.343716e+01
y_rep[293] 1.271165e+01 1.280309e+01 1.289628e+01 1.319316e+01
y_rep[294] 1.254443e+01 1.263598e+01 1.272806e+01 1.302106e+01
y_rep[295] 1.285714e+01 1.294793e+01 1.303724e+01 1.335318e+01
y_rep[296] 1.338292e+01 1.347332e+01 1.356317e+01 1.387166e+01
y_rep[297] 1.308028e+01 1.317021e+01 1.325788e+01 1.355070e+01
y_rep[298] 1.443170e+01 1.451929e+01 1.461056e+01 1.490749e+01
y_rep[299] 1.455520e+01 1.464453e+01 1.473476e+01 1.503047e+01
y_rep[300] 1.484250e+01 1.492982e+01 1.502129e+01 1.533662e+01
y_rep[301] 1.479839e+01 1.488531e+01 1.497981e+01 1.530744e+01
y_rep[302] 1.479632e+01 1.488410e+01 1.497883e+01 1.529867e+01
y_rep[303] 1.468787e+01 1.477963e+01 1.486666e+01 1.517822e+01
y_rep[304] 1.479712e+01 1.488555e+01 1.497680e+01 1.530554e+01
y_rep[305] 1.476705e+01 1.485566e+01 1.494671e+01 1.523533e+01
y_rep[306] 1.453139e+01 1.461912e+01 1.470574e+01 1.501582e+01
y_rep[307] 1.454231e+01 1.463311e+01 1.472452e+01 1.502530e+01
y_rep[308] 1.452926e+01 1.461750e+01 1.470727e+01 1.501787e+01
y_rep[309] 1.546449e+01 1.555418e+01 1.564601e+01 1.594880e+01
y_rep[310] 1.592571e+01 1.601260e+01 1.610290e+01 1.639450e+01
y_rep[311] 1.567516e+01 1.575970e+01 1.585053e+01 1.617035e+01
y_rep[312] 1.561504e+01 1.570595e+01 1.579545e+01 1.608275e+01
y_rep[313] 1.577515e+01 1.586413e+01 1.595426e+01 1.625506e+01
y_rep[314] 1.560016e+01 1.568702e+01 1.577655e+01 1.606701e+01
y_rep[315] 1.526406e+01 1.535325e+01 1.544406e+01 1.573557e+01
y_rep[316] 1.513155e+01 1.522234e+01 1.531441e+01 1.564074e+01
y_rep[317] 1.481921e+01 1.491028e+01 1.500244e+01 1.531942e+01
y_rep[318] 1.462290e+01 1.471277e+01 1.480456e+01 1.512144e+01
y_rep[319] 1.472166e+01 1.481088e+01 1.490049e+01 1.521266e+01
y_rep[320] 1.397624e+01 1.407003e+01 1.416232e+01 1.444787e+01
y_rep[321] 1.305003e+01 1.314024e+01 1.322872e+01 1.353307e+01
y_rep[322] 1.299124e+01 1.307968e+01 1.317030e+01 1.347112e+01
y_rep[323] 1.249578e+01 1.258751e+01 1.268224e+01 1.300280e+01
y_rep[324] 1.273101e+01 1.281999e+01 1.290744e+01 1.318762e+01
y_rep[325] 1.304360e+01 1.313059e+01 1.321973e+01 1.352180e+01
y_rep[326] 1.315523e+01 1.324757e+01 1.333902e+01 1.364512e+01
y_rep[327] 1.347986e+01 1.357262e+01 1.366144e+01 1.396645e+01
y_rep[328] 1.340734e+01 1.349768e+01 1.359002e+01 1.388823e+01
y_rep[329] 1.342885e+01 1.351798e+01 1.361003e+01 1.389256e+01
y_rep[330] 1.345443e+01 1.354441e+01 1.363780e+01 1.393217e+01
y_rep[331] 1.349003e+01 1.357766e+01 1.367150e+01 1.398484e+01
y_rep[332] 1.280656e+01 1.289619e+01 1.298817e+01 1.328398e+01
y_rep[333] 1.337700e+01 1.346765e+01 1.355652e+01 1.384835e+01
y_rep[334] 1.352052e+01 1.361183e+01 1.370527e+01 1.400456e+01
y_rep[335] 1.331355e+01 1.340387e+01 1.349234e+01 1.381186e+01
y_rep[336] 1.311745e+01 1.320924e+01 1.329905e+01 1.358788e+01
y_rep[337] 1.308703e+01 1.318227e+01 1.327015e+01 1.358557e+01
y_rep[338] 1.360370e+01 1.369464e+01 1.378669e+01 1.409343e+01
y_rep[339] 1.379176e+01 1.387977e+01 1.396863e+01 1.427388e+01
y_rep[340] 1.407066e+01 1.415852e+01 1.424868e+01 1.456714e+01
y_rep[341] 1.372589e+01 1.381862e+01 1.390861e+01 1.422761e+01
y_rep[342] 1.385909e+01 1.394875e+01 1.403665e+01 1.434719e+01
y_rep[343] 1.413186e+01 1.422153e+01 1.431276e+01 1.463234e+01
y_rep[344] 1.394616e+01 1.403493e+01 1.412044e+01 1.441877e+01
y_rep[345] 1.416986e+01 1.425758e+01 1.435193e+01 1.467222e+01
y_rep[346] 1.443588e+01 1.452266e+01 1.461049e+01 1.492768e+01
y_rep[347] 1.397306e+01 1.405987e+01 1.415050e+01 1.443138e+01
y_rep[348] 1.389851e+01 1.399024e+01 1.407792e+01 1.439992e+01
y_rep[349] 1.372059e+01 1.381524e+01 1.390242e+01 1.420721e+01
y_rep[350] 1.379722e+01 1.388691e+01 1.398001e+01 1.430184e+01
y_rep[351] 1.389291e+01 1.398395e+01 1.407134e+01 1.439273e+01
y_rep[352] 1.435518e+01 1.444972e+01 1.453820e+01 1.483591e+01
y_rep[353] 1.438465e+01 1.447623e+01 1.456594e+01 1.485339e+01
y_rep[354] 1.523182e+01 1.532057e+01 1.541669e+01 1.573226e+01
y_rep[355] 1.526178e+01 1.535127e+01 1.544290e+01 1.574064e+01
y_rep[356] 1.531109e+01 1.539855e+01 1.548727e+01 1.580018e+01
y_rep[357] 1.725349e+01 1.734512e+01 1.743609e+01 1.774789e+01
y_rep[358] 1.898151e+01 1.906967e+01 1.916066e+01 1.947103e+01
y_rep[359] 1.811621e+01 1.821020e+01 1.829700e+01 1.859080e+01
y_rep[360] 1.894899e+01 1.903834e+01 1.912563e+01 1.944225e+01
y_rep[361] 1.888217e+01 1.896884e+01 1.906270e+01 1.935066e+01
y_rep[362] 1.899696e+01 1.908901e+01 1.918015e+01 1.948920e+01
y_rep[363] 1.999453e+01 2.007910e+01 2.017108e+01 2.049744e+01
y_rep[364] 2.038026e+01 2.047329e+01 2.056337e+01 2.084611e+01
y_rep[365] 1.999103e+01 2.008136e+01 2.017720e+01 2.047740e+01
y_rep[366] 2.021643e+01 2.030628e+01 2.039754e+01 2.070285e+01
y_rep[367] 2.095861e+01 2.104686e+01 2.113668e+01 2.143096e+01
y_rep[368] 2.085214e+01 2.094181e+01 2.103169e+01 2.132854e+01
y_rep[369] 2.133517e+01 2.142769e+01 2.151877e+01 2.183998e+01
y_rep[370] 2.171594e+01 2.180624e+01 2.189832e+01 2.221698e+01
y_rep[371] 2.127528e+01 2.136540e+01 2.146119e+01 2.175305e+01
y_rep[372] 2.186200e+01 2.195510e+01 2.204989e+01 2.235154e+01
y_rep[373] 2.209398e+01 2.218581e+01 2.227610e+01 2.256153e+01
y_rep[374] 2.182804e+01 2.192210e+01 2.201170e+01 2.230419e+01
y_rep[375] 2.186596e+01 2.195144e+01 2.204441e+01 2.232251e+01
y_rep[376] 2.196544e+01 2.205945e+01 2.215297e+01 2.246764e+01
y_rep[377] 2.185720e+01 2.194647e+01 2.203577e+01 2.232707e+01
y_rep[378] 2.180532e+01 2.189657e+01 2.198525e+01 2.229555e+01
y_rep[379] 2.148413e+01 2.157619e+01 2.166965e+01 2.198112e+01
y_rep[380] 1.944826e+01 1.954700e+01 1.964530e+01 1.994614e+01
y_rep[381] 1.987356e+01 1.996171e+01 2.005498e+01 2.036252e+01
y_rep[382] 2.057575e+01 2.066611e+01 2.075935e+01 2.106183e+01
y_rep[383] 2.021457e+01 2.030849e+01 2.039831e+01 2.070195e+01
y_rep[384] 1.990980e+01 2.000198e+01 2.009611e+01 2.042027e+01
y_rep[385] 1.970250e+01 1.979596e+01 1.988577e+01 2.019052e+01
y_rep[386] 1.927022e+01 1.935880e+01 1.944842e+01 1.978482e+01
y_rep[387] 1.975964e+01 1.985251e+01 1.994285e+01 2.025724e+01
y_rep[388] 2.025413e+01 2.034290e+01 2.043407e+01 2.076830e+01
y_rep[389] 1.993462e+01 2.002478e+01 2.011602e+01 2.042509e+01
y_rep[390] 1.937637e+01 1.946774e+01 1.955693e+01 1.987723e+01
y_rep[391] 1.919742e+01 1.928922e+01 1.937827e+01 1.969149e+01
y_rep[392] 1.851296e+01 1.860083e+01 1.868647e+01 1.898354e+01
y_rep[393] 1.883496e+01 1.892439e+01 1.901519e+01 1.930482e+01
y_rep[394] 1.885435e+01 1.894539e+01 1.903239e+01 1.931791e+01
y_rep[395] 1.849246e+01 1.858467e+01 1.867586e+01 1.897913e+01
y_rep[396] 1.800870e+01 1.810128e+01 1.819317e+01 1.850274e+01
y_rep[397] 1.793922e+01 1.803092e+01 1.811939e+01 1.840399e+01
y_rep[398] 1.793820e+01 1.802882e+01 1.812011e+01 1.842600e+01
y_rep[399] 1.780928e+01 1.790196e+01 1.799598e+01 1.830341e+01
y_rep[400] 1.741771e+01 1.750544e+01 1.759702e+01 1.792863e+01
y_rep[401] 1.760442e+01 1.769539e+01 1.778785e+01 1.808251e+01
y_rep[402] 1.748060e+01 1.757104e+01 1.766732e+01 1.797217e+01
y_rep[403] 1.718385e+01 1.727373e+01 1.736720e+01 1.766768e+01
y_rep[404] 1.666065e+01 1.675039e+01 1.684080e+01 1.716385e+01
y_rep[405] 1.586600e+01 1.596067e+01 1.605288e+01 1.635362e+01
y_rep[406] 1.600177e+01 1.608771e+01 1.618159e+01 1.649410e+01
y_rep[407] 1.631030e+01 1.640214e+01 1.648826e+01 1.678621e+01
y_rep[408] 1.611974e+01 1.621195e+01 1.630341e+01 1.660400e+01
y_rep[409] 1.585801e+01 1.595330e+01 1.604641e+01 1.633462e+01
y_rep[410] 1.528810e+01 1.537786e+01 1.547171e+01 1.576257e+01
y_rep[411] 1.506137e+01 1.515003e+01 1.523886e+01 1.554889e+01
y_rep[412] 1.523425e+01 1.532355e+01 1.541292e+01 1.571111e+01
y_rep[413] 1.523441e+01 1.532389e+01 1.541107e+01 1.570420e+01
y_rep[414] 1.494456e+01 1.503559e+01 1.512507e+01 1.544224e+01
y_rep[415] 1.487533e+01 1.496755e+01 1.505647e+01 1.534988e+01
y_rep[416] 1.503322e+01 1.512169e+01 1.521010e+01 1.552402e+01
y_rep[417] 1.473642e+01 1.482741e+01 1.491607e+01 1.521517e+01
y_rep[418] 1.497114e+01 1.506290e+01 1.515631e+01 1.548602e+01
y_rep[419] 1.598134e+01 1.606819e+01 1.615799e+01 1.647208e+01
y_rep[420] 1.577128e+01 1.586315e+01 1.595110e+01 1.627616e+01
y_rep[421] 1.556005e+01 1.565025e+01 1.574242e+01 1.605478e+01
y_rep[422] 1.519199e+01 1.527697e+01 1.536752e+01 1.566175e+01
y_rep[423] 1.483755e+01 1.492742e+01 1.501520e+01 1.532705e+01
y_rep[424] 1.534438e+01 1.543891e+01 1.552895e+01 1.583397e+01
y_rep[425] 1.580537e+01 1.589848e+01 1.599003e+01 1.629424e+01
y_rep[426] 1.580166e+01 1.589482e+01 1.598208e+01 1.627051e+01
y_rep[427] 1.581367e+01 1.590459e+01 1.599392e+01 1.630470e+01
y_rep[428] 1.592702e+01 1.601478e+01 1.610480e+01 1.639685e+01
y_rep[429] 1.563483e+01 1.572221e+01 1.581167e+01 1.612280e+01
y_rep[430] 1.569999e+01 1.579118e+01 1.587859e+01 1.618609e+01
y_rep[431] 1.604307e+01 1.613544e+01 1.622758e+01 1.654083e+01
y_rep[432] 1.583492e+01 1.592440e+01 1.601289e+01 1.633339e+01
y_rep[433] 1.608557e+01 1.617595e+01 1.626809e+01 1.656841e+01
y_rep[434] 1.637877e+01 1.646771e+01 1.656053e+01 1.686926e+01
y_rep[435] 1.608799e+01 1.617838e+01 1.627011e+01 1.658511e+01
y_rep[436] 1.581239e+01 1.590397e+01 1.599411e+01 1.628867e+01
y_rep[437] 1.622075e+01 1.631061e+01 1.640405e+01 1.673557e+01
y_rep[438] 1.582233e+01 1.591277e+01 1.600384e+01 1.632811e+01
y_rep[439] 1.562895e+01 1.571858e+01 1.580903e+01 1.610984e+01
y_rep[440] 1.567769e+01 1.577038e+01 1.585888e+01 1.615391e+01
y_rep[441] 1.554378e+01 1.563368e+01 1.572524e+01 1.602941e+01
y_rep[442] 1.519708e+01 1.528672e+01 1.537624e+01 1.569589e+01
y_rep[443] 1.541338e+01 1.550074e+01 1.559197e+01 1.590678e+01
y_rep[444] 1.508263e+01 1.517293e+01 1.526374e+01 1.556316e+01
y_rep[445] 1.503249e+01 1.512443e+01 1.521493e+01 1.552677e+01
y_rep[446] 1.564329e+01 1.573270e+01 1.582439e+01 1.614654e+01
y_rep[447] 1.558612e+01 1.567882e+01 1.577043e+01 1.608874e+01
y_rep[448] 1.461661e+01 1.471034e+01 1.480306e+01 1.510769e+01
y_rep[449] 1.478124e+01 1.487141e+01 1.496536e+01 1.528762e+01
y_rep[450] 1.458074e+01 1.467196e+01 1.476196e+01 1.507535e+01
y_rep[451] 1.434637e+01 1.443759e+01 1.452826e+01 1.483271e+01
y_rep[452] 1.426515e+01 1.435100e+01 1.444094e+01 1.476294e+01
y_rep[453] 1.390448e+01 1.399465e+01 1.408596e+01 1.437927e+01
y_rep[454] 1.353830e+01 1.362870e+01 1.372280e+01 1.403405e+01
y_rep[455] 1.474216e+01 1.483220e+01 1.491989e+01 1.521164e+01
y_rep[456] 1.479960e+01 1.488943e+01 1.498062e+01 1.527762e+01
y_rep[457] 1.463888e+01 1.472930e+01 1.481650e+01 1.511844e+01
y_rep[458] 1.477082e+01 1.486291e+01 1.495264e+01 1.526187e+01
y_rep[459] 1.485227e+01 1.494559e+01 1.503208e+01 1.533621e+01
y_rep[460] 1.435970e+01 1.444652e+01 1.453342e+01 1.483757e+01
y_rep[461] 1.471717e+01 1.481117e+01 1.489890e+01 1.519322e+01
y_rep[462] 1.447343e+01 1.456643e+01 1.466301e+01 1.496969e+01
y_rep[463] 1.404908e+01 1.413794e+01 1.423131e+01 1.453541e+01
y_rep[464] 1.403584e+01 1.412373e+01 1.421499e+01 1.450537e+01
y_rep[465] 1.375139e+01 1.383903e+01 1.392814e+01 1.424499e+01
y_rep[466] 1.375563e+01 1.384398e+01 1.393083e+01 1.423525e+01
y_rep[467] 1.532781e+01 1.541888e+01 1.551183e+01 1.580360e+01
y_rep[468] 1.497313e+01 1.506392e+01 1.515510e+01 1.542526e+01
y_rep[469] 1.515197e+01 1.523959e+01 1.532709e+01 1.564074e+01
y_rep[470] 1.560755e+01 1.569887e+01 1.578975e+01 1.611448e+01
y_rep[471] 1.588016e+01 1.596536e+01 1.605901e+01 1.635431e+01
y_rep[472] 1.553319e+01 1.562560e+01 1.571483e+01 1.600830e+01
y_rep[473] 1.899821e+01 1.908597e+01 1.917917e+01 1.949685e+01
y_rep[474] 2.204303e+01 2.213776e+01 2.223041e+01 2.252768e+01
y_rep[475] 2.170050e+01 2.179173e+01 2.188262e+01 2.220614e+01
y_rep[476] 2.173859e+01 2.182954e+01 2.192113e+01 2.222937e+01
y_rep[477] 2.148599e+01 2.157624e+01 2.166443e+01 2.197675e+01
y_rep[478] 2.052354e+01 2.060921e+01 2.069799e+01 2.099055e+01
y_rep[479] 2.135712e+01 2.144979e+01 2.154291e+01 2.187643e+01
y_rep[480] 2.115182e+01 2.124317e+01 2.133540e+01 2.163343e+01
y_rep[481] 2.099488e+01 2.108562e+01 2.117894e+01 2.151346e+01
y_rep[482] 2.093394e+01 2.102254e+01 2.111432e+01 2.142131e+01
y_rep[483] 2.119271e+01 2.128392e+01 2.137502e+01 2.168253e+01
y_rep[484] 2.123578e+01 2.132693e+01 2.141843e+01 2.170894e+01
y_rep[485] 2.150495e+01 2.159757e+01 2.168774e+01 2.198225e+01
y_rep[486] 2.170472e+01 2.179479e+01 2.188583e+01 2.219299e+01
y_rep[487] 2.132362e+01 2.141502e+01 2.150800e+01 2.181694e+01
y_rep[488] 2.229453e+01 2.238649e+01 2.247818e+01 2.278096e+01
y_rep[489] 2.207706e+01 2.216438e+01 2.225453e+01 2.254489e+01
y_rep[490] 2.136144e+01 2.145486e+01 2.154284e+01 2.182563e+01
y_rep[491] 2.141484e+01 2.150440e+01 2.159395e+01 2.190662e+01
y_rep[492] 2.111041e+01 2.120425e+01 2.129347e+01 2.160346e+01
y_rep[493] 2.067295e+01 2.076723e+01 2.086071e+01 2.116089e+01
y_rep[494] 2.104347e+01 2.113644e+01 2.122187e+01 2.151128e+01
y_rep[495] 2.088835e+01 2.097973e+01 2.107255e+01 2.138994e+01
y_rep[496] 1.897841e+01 1.907175e+01 1.916747e+01 1.947272e+01
y_rep[497] 1.575470e+01 1.584892e+01 1.594199e+01 1.623834e+01
y_rep[498] 1.634714e+01 1.644568e+01 1.654354e+01 1.684222e+01
y_rep[499] 1.654705e+01 1.664191e+01 1.673836e+01 1.703967e+01
y_rep[500] 1.560864e+01 1.570174e+01 1.579207e+01 1.607500e+01
y_rep[501] 1.575808e+01 1.585002e+01 1.594075e+01 1.627260e+01
y_rep[502] 1.535290e+01 1.544115e+01 1.553237e+01 1.583822e+01
y_rep[503] 1.553820e+01 1.562824e+01 1.571534e+01 1.600998e+01
y_rep[504] 1.556036e+01 1.565105e+01 1.574275e+01 1.604421e+01
y_rep[505] 1.517296e+01 1.526393e+01 1.535515e+01 1.566639e+01
y_rep[506] 1.485998e+01 1.495003e+01 1.504004e+01 1.532942e+01
y_rep[507] 1.469415e+01 1.478369e+01 1.487119e+01 1.517585e+01
y_rep[508] 1.411264e+01 1.420118e+01 1.429449e+01 1.461419e+01
y_rep[509] 1.439933e+01 1.448950e+01 1.458281e+01 1.487953e+01
y_rep[510] 1.404753e+01 1.413808e+01 1.422923e+01 1.452015e+01
y_rep[511] 1.347401e+01 1.356366e+01 1.365126e+01 1.397586e+01
y_rep[512] 1.360651e+01 1.369831e+01 1.378897e+01 1.410386e+01
y_rep[513] 1.317708e+01 1.326973e+01 1.336225e+01 1.366284e+01
y_rep[514] 1.275031e+01 1.284241e+01 1.293397e+01 1.324927e+01
y_rep[515] 1.279291e+01 1.287962e+01 1.297221e+01 1.329189e+01
y_rep[516] 1.311229e+01 1.320127e+01 1.329214e+01 1.359458e+01
y_rep[517] 1.272247e+01 1.281107e+01 1.290051e+01 1.319724e+01
y_rep[518] 1.293295e+01 1.302175e+01 1.311321e+01 1.340386e+01
y_rep[519] 1.289341e+01 1.297994e+01 1.307034e+01 1.337426e+01
y_rep[520] 1.228408e+01 1.237956e+01 1.246641e+01 1.276648e+01
y_rep[521] 1.261230e+01 1.270224e+01 1.279199e+01 1.309699e+01
y_rep[522] 1.247275e+01 1.256100e+01 1.265420e+01 1.296131e+01
y_rep[523] 1.225628e+01 1.234662e+01 1.243803e+01 1.274052e+01
y_rep[524] 1.209227e+01 1.218616e+01 1.228057e+01 1.259521e+01
y_rep[525] 1.220905e+01 1.229927e+01 1.239179e+01 1.270735e+01
y_rep[526] 1.170090e+01 1.179127e+01 1.187888e+01 1.219143e+01
y_rep[527] 1.163962e+01 1.172713e+01 1.181768e+01 1.214294e+01
y_rep[528] 1.215562e+01 1.224728e+01 1.234096e+01 1.264422e+01
y_rep[529] 1.190628e+01 1.199617e+01 1.208663e+01 1.238153e+01
y_rep[530] 1.220829e+01 1.229838e+01 1.238687e+01 1.269904e+01
y_rep[531] 1.201459e+01 1.210365e+01 1.219605e+01 1.250243e+01
y_rep[532] 1.136934e+01 1.145970e+01 1.155103e+01 1.185890e+01
y_rep[533] 1.162819e+01 1.172142e+01 1.180938e+01 1.209117e+01
y_rep[534] 1.178511e+01 1.187047e+01 1.196221e+01 1.226394e+01
y_rep[535] 1.158957e+01 1.167749e+01 1.176437e+01 1.209080e+01
y_rep[536] 1.256855e+01 1.265762e+01 1.274704e+01 1.304351e+01
y_rep[537] 1.217143e+01 1.226131e+01 1.235407e+01 1.263685e+01
y_rep[538] 1.173876e+01 1.182733e+01 1.191426e+01 1.221426e+01
y_rep[539] 1.178195e+01 1.187372e+01 1.196354e+01 1.226053e+01
y_rep[540] 1.146719e+01 1.155561e+01 1.164668e+01 1.194545e+01
y_rep[541] 1.140863e+01 1.149701e+01 1.158676e+01 1.187365e+01
y_rep[542] 1.150036e+01 1.158880e+01 1.167919e+01 1.199272e+01
y_rep[543] 1.125073e+01 1.134012e+01 1.143284e+01 1.173892e+01
y_rep[544] 1.105217e+01 1.114117e+01 1.122832e+01 1.154372e+01
y_rep[545] 1.161143e+01 1.170275e+01 1.179455e+01 1.211182e+01
y_rep[546] 1.122915e+01 1.132128e+01 1.141212e+01 1.173030e+01
y_rep[547] 1.128153e+01 1.137431e+01 1.146473e+01 1.175165e+01
y_rep[548] 1.120908e+01 1.129744e+01 1.138257e+01 1.168879e+01
y_rep[549] 1.152962e+01 1.162004e+01 1.170972e+01 1.202398e+01
y_rep[550] 1.145813e+01 1.154760e+01 1.163888e+01 1.193170e+01
y_rep[551] 1.117329e+01 1.125979e+01 1.134761e+01 1.164713e+01
y_rep[552] 1.090429e+01 1.099186e+01 1.108457e+01 1.136959e+01
y_rep[553] 1.075954e+01 1.085064e+01 1.093964e+01 1.124521e+01
y_rep[554] 1.094617e+01 1.103767e+01 1.112989e+01 1.143259e+01
y_rep[555] 1.088200e+01 1.097206e+01 1.106100e+01 1.135846e+01
y_rep[556] 1.033826e+01 1.043187e+01 1.051928e+01 1.082877e+01
y_rep[557] 1.015701e+01 1.024447e+01 1.033346e+01 1.062695e+01
y_rep[558] 1.023773e+01 1.033181e+01 1.041763e+01 1.073002e+01
y_rep[559] 9.970944e+00 1.006013e+01 1.015034e+01 1.046780e+01
y_rep[560] 1.315829e+01 1.325129e+01 1.334643e+01 1.366577e+01
y_rep[561] 1.271697e+01 1.280558e+01 1.289336e+01 1.319531e+01
y_rep[562] 1.255970e+01 1.264896e+01 1.274323e+01 1.306635e+01
y_rep[563] 1.290676e+01 1.299414e+01 1.308532e+01 1.339453e+01
y_rep[564] 1.337954e+01 1.347248e+01 1.356120e+01 1.388298e+01
y_rep[565] 1.288024e+01 1.296991e+01 1.306046e+01 1.336357e+01
y_rep[566] 1.310493e+01 1.319697e+01 1.328735e+01 1.361201e+01
y_rep[567] 1.283101e+01 1.292089e+01 1.301428e+01 1.332822e+01
y_rep[568] 1.243312e+01 1.251891e+01 1.261365e+01 1.290674e+01
y_rep[569] 1.276516e+01 1.285328e+01 1.293986e+01 1.325345e+01
y_rep[570] 1.262630e+01 1.271372e+01 1.280743e+01 1.310693e+01
y_rep[571] 1.258616e+01 1.268065e+01 1.277111e+01 1.308874e+01
y_rep[572] 1.221863e+01 1.230768e+01 1.239926e+01 1.271179e+01
y_rep[573] 1.227213e+01 1.236171e+01 1.244847e+01 1.276900e+01
y_rep[574] 1.201289e+01 1.210427e+01 1.219569e+01 1.249017e+01
y_rep[575] 1.223016e+01 1.232266e+01 1.241127e+01 1.271722e+01
y_rep[576] 1.196804e+01 1.206062e+01 1.215161e+01 1.245337e+01
y_rep[577] 1.188667e+01 1.197468e+01 1.206732e+01 1.237927e+01
y_rep[578] 1.226047e+01 1.235138e+01 1.244495e+01 1.273887e+01
y_rep[579] 1.225323e+01 1.234522e+01 1.243421e+01 1.271987e+01
y_rep[580] 1.194815e+01 1.204103e+01 1.213197e+01 1.244548e+01
y_rep[581] 1.204511e+01 1.213372e+01 1.222290e+01 1.252833e+01
y_rep[582] 1.208426e+01 1.217509e+01 1.226403e+01 1.257243e+01
y_rep[583] 1.092292e+01 1.101543e+01 1.110807e+01 1.142659e+01
y_rep[584] 1.097445e+01 1.106380e+01 1.115882e+01 1.146084e+01
y_rep[585] 1.075437e+01 1.084738e+01 1.093741e+01 1.124481e+01
y_rep[586] 1.038612e+01 1.047888e+01 1.056814e+01 1.087704e+01
y_rep[587] 1.051318e+01 1.060604e+01 1.069299e+01 1.100564e+01
y_rep[588] 1.114961e+01 1.124122e+01 1.133339e+01 1.165026e+01
y_rep[589] 1.117093e+01 1.126158e+01 1.135438e+01 1.167943e+01
y_rep[590] 1.144606e+01 1.153670e+01 1.162555e+01 1.192560e+01
y_rep[591] 1.151414e+01 1.160098e+01 1.169562e+01 1.201244e+01
y_rep[592] 1.757347e+01 1.770372e+01 1.783767e+01 1.815579e+01
y_rep[593] 1.856394e+01 1.865861e+01 1.876081e+01 1.906997e+01
y_rep[594] 1.909991e+01 1.919733e+01 1.928960e+01 1.959305e+01
y_rep[595] 1.849590e+01 1.858494e+01 1.867650e+01 1.896422e+01
y_rep[596] 1.898216e+01 1.907245e+01 1.916679e+01 1.947722e+01
y_rep[597] 1.933852e+01 1.943108e+01 1.952229e+01 1.980918e+01
y_rep[598] 1.920705e+01 1.929490e+01 1.938710e+01 1.969276e+01
y_rep[599] 1.950642e+01 1.959948e+01 1.969081e+01 1.999321e+01
y_rep[600] 1.929667e+01 1.939191e+01 1.948451e+01 1.976713e+01
y_rep[601] 1.938713e+01 1.947727e+01 1.956985e+01 1.985995e+01
y_rep[602] 1.949657e+01 1.958654e+01 1.967966e+01 1.996989e+01
y_rep[603] 2.034586e+01 2.043310e+01 2.052397e+01 2.083487e+01
y_rep[604] 2.010539e+01 2.019631e+01 2.029325e+01 2.059056e+01
y_rep[605] 1.992656e+01 2.001789e+01 2.010531e+01 2.043433e+01
y_rep[606] 2.026976e+01 2.036372e+01 2.045769e+01 2.076872e+01
y_rep[607] 2.030913e+01 2.040006e+01 2.048886e+01 2.079198e+01
y_rep[608] 2.034809e+01 2.043856e+01 2.052643e+01 2.084155e+01
y_rep[609] 2.062914e+01 2.072154e+01 2.081249e+01 2.110530e+01
y_rep[610] 2.029875e+01 2.038907e+01 2.048242e+01 2.081097e+01
y_rep[611] 2.063981e+01 2.073185e+01 2.082306e+01 2.114985e+01
y_rep[612] 2.033443e+01 2.042371e+01 2.051203e+01 2.080581e+01
y_rep[613] 2.000178e+01 2.009456e+01 2.018415e+01 2.047210e+01
y_rep[614] 1.814451e+01 1.823863e+01 1.833093e+01 1.862242e+01
y_rep[615] 1.630375e+01 1.639855e+01 1.649109e+01 1.679231e+01
y_rep[616] 1.533063e+01 1.542448e+01 1.551470e+01 1.581160e+01
y_rep[617] 1.558157e+01 1.567437e+01 1.577158e+01 1.608527e+01
y_rep[618] 1.511965e+01 1.521304e+01 1.530190e+01 1.559485e+01
y_rep[619] 1.456410e+01 1.465398e+01 1.474493e+01 1.506062e+01
y_rep[620] 1.456182e+01 1.465373e+01 1.474223e+01 1.505280e+01
y_rep[621] 1.464895e+01 1.473812e+01 1.482718e+01 1.513863e+01
y_rep[622] 1.516960e+01 1.526164e+01 1.535403e+01 1.563030e+01
y_rep[623] 1.532990e+01 1.541936e+01 1.551251e+01 1.583149e+01
y_rep[624] 1.504832e+01 1.513801e+01 1.523123e+01 1.552797e+01
y_rep[625] 1.499906e+01 1.509468e+01 1.518440e+01 1.548498e+01
y_rep[626] 1.444370e+01 1.453110e+01 1.462160e+01 1.494714e+01
y_rep[627] 1.429898e+01 1.439184e+01 1.448152e+01 1.480700e+01
y_rep[628] 1.400402e+01 1.409579e+01 1.418544e+01 1.450231e+01
y_rep[629] 1.370875e+01 1.380296e+01 1.389122e+01 1.419505e+01
y_rep[630] 1.369017e+01 1.377984e+01 1.387167e+01 1.418698e+01
y_rep[631] 1.326704e+01 1.335846e+01 1.344758e+01 1.375135e+01
y_rep[632] 1.329816e+01 1.339038e+01 1.348240e+01 1.376717e+01
y_rep[633] 1.334166e+01 1.343359e+01 1.352714e+01 1.387387e+01
y_rep[634] 1.313863e+01 1.323025e+01 1.332246e+01 1.363583e+01
y_rep[635] 1.266471e+01 1.275867e+01 1.285093e+01 1.316591e+01
y_rep[636] 1.259536e+01 1.269013e+01 1.277823e+01 1.308902e+01
y_rep[637] 1.217199e+01 1.226198e+01 1.235641e+01 1.266608e+01
y_rep[638] 1.266589e+01 1.275331e+01 1.284308e+01 1.315037e+01
y_rep[639] 1.289090e+01 1.297907e+01 1.306918e+01 1.339266e+01
y_rep[640] 1.270332e+01 1.279638e+01 1.288907e+01 1.321021e+01
y_rep[641] 1.248845e+01 1.257794e+01 1.267163e+01 1.298600e+01
y_rep[642] 1.272031e+01 1.281003e+01 1.290105e+01 1.318163e+01
y_rep[643] 1.241821e+01 1.251053e+01 1.260302e+01 1.288966e+01
y_rep[644] 1.225305e+01 1.234121e+01 1.243200e+01 1.275155e+01
y_rep[645] 1.224846e+01 1.233374e+01 1.242159e+01 1.271274e+01
y_rep[646] 1.184775e+01 1.193622e+01 1.202335e+01 1.232231e+01
y_rep[647] 1.184779e+01 1.193596e+01 1.202772e+01 1.235028e+01
y_rep[648] 1.196134e+01 1.205220e+01 1.214279e+01 1.244140e+01
y_rep[649] 1.228502e+01 1.237927e+01 1.246703e+01 1.277062e+01
y_rep[650] 1.233821e+01 1.243027e+01 1.251852e+01 1.282025e+01
y_rep[651] 1.243281e+01 1.252584e+01 1.261398e+01 1.292218e+01
y_rep[652] 1.236706e+01 1.245524e+01 1.254858e+01 1.285887e+01
y_rep[653] 1.238724e+01 1.247504e+01 1.256800e+01 1.288706e+01
y_rep[654] 1.241087e+01 1.250149e+01 1.259225e+01 1.290673e+01
y_rep[655] 1.244274e+01 1.253410e+01 1.262733e+01 1.294525e+01
y_rep[656] 1.239962e+01 1.249073e+01 1.257852e+01 1.287511e+01
y_rep[657] 1.242312e+01 1.251504e+01 1.260426e+01 1.293556e+01
y_rep[658] 1.243223e+01 1.252182e+01 1.261079e+01 1.293644e+01
y_rep[659] 1.247693e+01 1.256498e+01 1.265408e+01 1.297928e+01
y_rep[660] 1.226440e+01 1.236150e+01 1.245032e+01 1.274980e+01
y_rep[661] 1.190901e+01 1.200335e+01 1.209432e+01 1.239499e+01
y_rep[662] 1.203387e+01 1.212295e+01 1.221308e+01 1.252946e+01
y_rep[663] 1.202433e+01 1.211660e+01 1.220650e+01 1.249915e+01
y_rep[664] 1.234992e+01 1.244336e+01 1.253532e+01 1.283748e+01
y_rep[665] 1.264789e+01 1.273201e+01 1.282186e+01 1.311223e+01
y_rep[666] 1.211044e+01 1.220152e+01 1.229324e+01 1.257515e+01
y_rep[667] 1.233542e+01 1.242373e+01 1.251345e+01 1.280815e+01
y_rep[668] 1.196957e+01 1.205648e+01 1.214424e+01 1.245175e+01
y_rep[669] 1.179556e+01 1.188296e+01 1.197459e+01 1.229323e+01
y_rep[670] 1.199265e+01 1.208145e+01 1.217111e+01 1.248920e+01
y_rep[671] 1.228613e+01 1.237716e+01 1.246897e+01 1.274905e+01
y_rep[672] 1.204960e+01 1.214045e+01 1.223150e+01 1.252550e+01
y_rep[673] 1.177286e+01 1.186219e+01 1.195418e+01 1.230731e+01
y_rep[674] 1.182635e+01 1.191892e+01 1.200511e+01 1.231424e+01
y_rep[675] 1.168668e+01 1.177649e+01 1.186621e+01 1.214104e+01
y_rep[676] 1.181256e+01 1.190385e+01 1.199793e+01 1.229754e+01
y_rep[677] 1.197571e+01 1.206250e+01 1.215151e+01 1.244098e+01
y_rep[678] 1.144127e+01 1.153487e+01 1.162690e+01 1.193208e+01
y_rep[679] 1.142879e+01 1.151887e+01 1.160714e+01 1.191032e+01
y_rep[680] 1.101546e+01 1.110583e+01 1.119737e+01 1.149657e+01
y_rep[681] 1.081508e+01 1.090604e+01 1.099459e+01 1.126735e+01
y_rep[682] 1.115279e+01 1.124096e+01 1.133231e+01 1.162631e+01
y_rep[683] 1.141706e+01 1.150658e+01 1.159603e+01 1.189949e+01
y_rep[684] 1.116150e+01 1.125098e+01 1.134060e+01 1.165211e+01
y_rep[685] 1.093591e+01 1.103175e+01 1.112269e+01 1.144830e+01
y_rep[686] 1.078660e+01 1.088104e+01 1.097371e+01 1.130783e+01
y_rep[687] 1.052338e+01 1.061235e+01 1.070400e+01 1.101256e+01
y_rep[688] 1.086974e+01 1.096334e+01 1.105120e+01 1.138296e+01
y_rep[689] 1.068204e+01 1.076871e+01 1.085793e+01 1.116353e+01
y_rep[690] 1.081670e+01 1.090937e+01 1.099563e+01 1.129756e+01
y_rep[691] 1.081058e+01 1.090069e+01 1.099504e+01 1.129063e+01
y_rep[692] 1.091204e+01 1.100388e+01 1.109370e+01 1.142016e+01
y_rep[693] 1.058530e+01 1.068036e+01 1.077390e+01 1.109144e+01
y_rep[694] 1.057436e+01 1.066241e+01 1.075545e+01 1.107227e+01
y_rep[695] 1.050905e+01 1.059748e+01 1.068337e+01 1.099559e+01
y_rep[696] 1.037399e+01 1.046777e+01 1.055855e+01 1.086468e+01
y_rep[697] 1.023594e+01 1.032662e+01 1.041705e+01 1.072393e+01
y_rep[698] 1.006793e+01 1.015795e+01 1.024503e+01 1.051515e+01
y_rep[699] 1.034993e+01 1.043871e+01 1.053231e+01 1.081278e+01
y_rep[700] 1.105011e+01 1.113973e+01 1.122772e+01 1.154878e+01
y_rep[701] 1.093756e+01 1.102616e+01 1.111701e+01 1.144686e+01
y_rep[702] 1.077594e+01 1.086578e+01 1.095360e+01 1.127240e+01
y_rep[703] 1.084020e+01 1.093394e+01 1.102191e+01 1.132632e+01
y_rep[704] 1.079301e+01 1.087922e+01 1.097166e+01 1.127908e+01
y_rep[705] 1.076383e+01 1.085458e+01 1.094208e+01 1.123901e+01
y_rep[706] 1.066354e+01 1.075229e+01 1.084496e+01 1.112961e+01
y_rep[707] 1.088708e+01 1.097582e+01 1.106197e+01 1.136464e+01
y_rep[708] 1.081308e+01 1.090430e+01 1.099513e+01 1.130190e+01
y_rep[709] 1.065300e+01 1.074240e+01 1.083369e+01 1.114476e+01
y_rep[710] 1.067433e+01 1.076168e+01 1.085237e+01 1.116485e+01
y_rep[711] 1.050325e+01 1.059619e+01 1.069050e+01 1.099345e+01
y_rep[712] 1.036820e+01 1.045825e+01 1.055245e+01 1.085528e+01
y_rep[713] 1.015675e+01 1.024790e+01 1.033863e+01 1.061766e+01
y_rep[714] 1.004599e+01 1.013905e+01 1.022967e+01 1.055832e+01
y_rep[715] 9.927675e+00 1.001819e+01 1.010919e+01 1.041562e+01
y_rep[716] 1.001868e+01 1.010744e+01 1.019587e+01 1.050809e+01
y_rep[717] 9.710067e+00 9.799325e+00 9.888271e+00 1.022226e+01
y_rep[718] 9.585417e+00 9.679043e+00 9.766356e+00 1.007742e+01
y_rep[719] 9.956677e+00 1.004626e+01 1.013546e+01 1.044100e+01
y_rep[720] 9.998443e+00 1.008888e+01 1.018045e+01 1.049882e+01
y_rep[721] 1.038233e+01 1.047253e+01 1.057015e+01 1.090284e+01
y_rep[722] 9.670304e+00 9.761488e+00 9.854328e+00 1.018789e+01
y_rep[723] 1.006029e+01 1.015085e+01 1.024672e+01 1.054028e+01
y_rep[724] 1.037804e+01 1.046692e+01 1.055767e+01 1.087404e+01
y_rep[725] 1.046030e+01 1.055177e+01 1.064146e+01 1.094208e+01
y_rep[726] 1.057007e+01 1.066398e+01 1.075316e+01 1.105935e+01
y_rep[727] 1.026155e+01 1.034996e+01 1.044139e+01 1.073118e+01
y_rep[728] 1.033832e+01 1.043264e+01 1.052259e+01 1.084167e+01
y_rep[729] 1.034281e+01 1.043272e+01 1.052226e+01 1.082317e+01
y_rep[730] 1.053023e+01 1.061967e+01 1.071132e+01 1.100857e+01
y_rep[731] 1.050972e+01 1.060396e+01 1.069433e+01 1.100366e+01
y_rep[732] 1.056724e+01 1.065554e+01 1.074548e+01 1.106082e+01
y_rep[733] 1.040578e+01 1.049634e+01 1.058498e+01 1.090621e+01
y_rep[734] 1.121399e+01 1.130325e+01 1.139537e+01 1.166852e+01
y_rep[735] 1.152450e+01 1.161970e+01 1.171034e+01 1.201898e+01
y_rep[736] 1.123901e+01 1.133073e+01 1.142639e+01 1.173200e+01
y_rep[737] 1.128740e+01 1.137632e+01 1.146692e+01 1.176070e+01
y_rep[738] 1.139201e+01 1.147903e+01 1.156863e+01 1.188615e+01
y_rep[739] 1.129798e+01 1.138725e+01 1.147429e+01 1.177498e+01
y_rep[740] 1.163634e+01 1.172585e+01 1.181520e+01 1.211244e+01
y_rep[741] 1.152083e+01 1.161401e+01 1.170333e+01 1.201981e+01
y_rep[742] 1.166200e+01 1.175077e+01 1.184080e+01 1.213534e+01
y_rep[743] 1.167655e+01 1.176614e+01 1.186026e+01 1.217279e+01
y_rep[744] 1.146602e+01 1.155905e+01 1.164989e+01 1.196111e+01
y_rep[745] 1.155288e+01 1.164232e+01 1.172870e+01 1.202171e+01
y_rep[746] 1.125601e+01 1.134649e+01 1.143398e+01 1.174356e+01
y_rep[747] 1.084600e+01 1.093567e+01 1.102952e+01 1.133286e+01
y_rep[748] 1.097639e+01 1.106115e+01 1.115081e+01 1.146277e+01
y_rep[749] 1.110993e+01 1.120507e+01 1.129769e+01 1.161228e+01
y_rep[750] 1.115810e+01 1.124894e+01 1.133821e+01 1.165946e+01
y_rep[751] 1.076428e+01 1.085034e+01 1.093883e+01 1.124568e+01
y_rep[752] 1.067299e+01 1.076323e+01 1.085422e+01 1.117439e+01
y_rep[753] 1.089903e+01 1.098874e+01 1.107800e+01 1.134979e+01
y_rep[754] 1.119828e+01 1.128599e+01 1.137648e+01 1.167660e+01
y_rep[755] 1.145988e+01 1.155134e+01 1.163953e+01 1.193114e+01
y_rep[756] 1.112003e+01 1.121121e+01 1.129820e+01 1.162235e+01
y_rep[757] 1.052175e+01 1.061301e+01 1.070245e+01 1.100854e+01
y_rep[758] 1.039705e+01 1.048739e+01 1.058125e+01 1.089022e+01
y_rep[759] 1.062637e+01 1.071688e+01 1.080771e+01 1.111353e+01
y_rep[760] 1.034821e+01 1.043884e+01 1.053170e+01 1.082918e+01
y_rep[761] 1.048036e+01 1.057110e+01 1.065972e+01 1.095531e+01
y_rep[762] 1.089548e+01 1.098740e+01 1.108044e+01 1.139768e+01
y_rep[763] 1.041464e+01 1.050389e+01 1.059804e+01 1.089521e+01
y_rep[764] 1.036183e+01 1.044951e+01 1.053800e+01 1.084203e+01
y_rep[765] 1.011311e+01 1.020240e+01 1.029003e+01 1.059572e+01
y_rep[766] 1.023612e+01 1.032878e+01 1.041530e+01 1.072222e+01
y_rep[767] 1.002820e+01 1.012142e+01 1.020902e+01 1.051100e+01
y_rep[768] 1.020910e+01 1.029979e+01 1.038791e+01 1.072141e+01
y_rep[769] 1.017363e+01 1.026871e+01 1.035695e+01 1.066651e+01
y_rep[770] 1.000014e+01 1.008838e+01 1.018085e+01 1.051851e+01
y_rep[771] 1.016247e+01 1.025363e+01 1.034464e+01 1.063537e+01
y_rep[772] 1.013207e+01 1.022263e+01 1.031096e+01 1.059277e+01
y_rep[773] 1.011949e+01 1.020870e+01 1.030050e+01 1.060036e+01
y_rep[774] 1.072214e+01 1.081543e+01 1.090192e+01 1.118290e+01
y_rep[775] 1.052682e+01 1.061987e+01 1.071183e+01 1.100113e+01
y_rep[776] 1.020757e+01 1.029942e+01 1.038806e+01 1.070853e+01
y_rep[777] 1.008252e+01 1.017498e+01 1.026608e+01 1.056969e+01
y_rep[778] 9.781249e+00 9.872817e+00 9.963315e+00 1.026187e+01
y_rep[779] 1.030237e+01 1.039119e+01 1.048540e+01 1.079126e+01
y_rep[780] 1.019316e+01 1.028402e+01 1.037242e+01 1.068055e+01
y_rep[781] 9.915137e+00 1.000513e+01 1.009245e+01 1.039518e+01
y_rep[782] 1.005092e+01 1.013890e+01 1.022680e+01 1.052461e+01
y_rep[783] 9.829429e+00 9.917368e+00 1.001061e+01 1.031558e+01
y_rep[784] 9.810226e+00 9.900017e+00 9.990568e+00 1.029220e+01
y_rep[785] 9.567583e+00 9.657896e+00 9.748057e+00 1.004850e+01
y_rep[786] 9.527658e+00 9.619897e+00 9.709176e+00 1.000366e+01
y_rep[787] 9.469135e+00 9.557251e+00 9.646105e+00 9.950249e+00
y_rep[788] 9.918818e+00 1.000765e+01 1.010014e+01 1.040200e+01
y_rep[789] 1.039143e+01 1.048047e+01 1.057327e+01 1.088765e+01
y_rep[790] 1.021060e+01 1.030112e+01 1.039233e+01 1.067825e+01
y_rep[791] 9.955808e+00 1.004546e+01 1.013435e+01 1.041976e+01
y_rep[792] 1.000897e+01 1.010043e+01 1.019184e+01 1.049792e+01
y_rep[793] 9.929398e+00 1.002035e+01 1.011310e+01 1.040743e+01
y_rep[794] 1.049740e+01 1.058749e+01 1.067637e+01 1.098928e+01
y_rep[795] 1.037160e+01 1.046256e+01 1.055533e+01 1.086262e+01
y_rep[796] 1.007882e+01 1.017158e+01 1.026219e+01 1.056531e+01
y_rep[797] 9.951824e+00 1.004098e+01 1.013093e+01 1.043965e+01
y_rep[798] 1.024425e+01 1.033716e+01 1.043346e+01 1.072775e+01
y_rep[799] 1.035571e+01 1.045046e+01 1.054213e+01 1.081942e+01
y_rep[800] 1.025067e+01 1.034147e+01 1.043118e+01 1.072643e+01
y_rep[801] 1.027285e+01 1.036257e+01 1.045333e+01 1.076386e+01
y_rep[802] 9.797621e+00 9.885335e+00 9.974683e+00 1.027658e+01
y_rep[803] 9.850784e+00 9.939060e+00 1.003335e+01 1.034764e+01
y_rep[804] 1.027607e+01 1.036510e+01 1.045644e+01 1.077884e+01
y_rep[805] 1.011802e+01 1.020697e+01 1.029747e+01 1.059761e+01
y_rep[806] 1.016108e+01 1.025019e+01 1.034364e+01 1.064521e+01
y_rep[807] 1.022989e+01 1.032187e+01 1.041068e+01 1.072392e+01
y_rep[808] 1.016316e+01 1.025329e+01 1.034328e+01 1.066038e+01
y_rep[809] 1.012691e+01 1.021773e+01 1.030508e+01 1.059972e+01
y_rep[810] 1.050256e+01 1.059038e+01 1.067770e+01 1.097068e+01
y_rep[811] 9.923834e+00 1.001192e+01 1.010456e+01 1.041749e+01
y_rep[812] 9.456495e+00 9.548725e+00 9.640515e+00 9.941737e+00
y_rep[813] 9.732798e+00 9.822355e+00 9.910452e+00 1.022765e+01
y_rep[814] 1.005695e+01 1.015070e+01 1.023861e+01 1.054217e+01
y_rep[815] 9.775254e+00 9.867174e+00 9.958636e+00 1.026347e+01
y_rep[816] 1.002961e+01 1.012239e+01 1.021132e+01 1.051556e+01
y_rep[817] 9.573383e+00 9.662220e+00 9.755495e+00 1.007126e+01
y_rep[818] 9.515061e+00 9.603852e+00 9.691330e+00 9.981561e+00
y_rep[819] 9.544441e+00 9.637854e+00 9.729261e+00 1.004805e+01
y_rep[820] 9.371108e+00 9.463397e+00 9.552983e+00 9.848940e+00
y_rep[821] 9.324503e+00 9.413843e+00 9.507519e+00 9.807843e+00
y_rep[822] 9.581920e+00 9.668612e+00 9.756348e+00 1.005153e+01
y_rep[823] 9.521251e+00 9.618229e+00 9.708560e+00 9.993495e+00
y_rep[824] 9.375907e+00 9.467549e+00 9.558427e+00 9.856818e+00
y_rep[825] 9.162730e+00 9.254701e+00 9.344550e+00 9.667546e+00
y_rep[826] 9.641204e+00 9.734030e+00 9.821587e+00 1.012710e+01
y_rep[827] 9.688757e+00 9.782033e+00 9.873186e+00 1.016613e+01
y_rep[828] 9.429147e+00 9.520522e+00 9.609860e+00 9.902893e+00
y_rep[829] 9.398760e+00 9.493045e+00 9.579096e+00 9.876855e+00
y_rep[830] 9.580623e+00 9.671758e+00 9.759467e+00 1.004681e+01
y_rep[831] 9.563460e+00 9.652310e+00 9.742868e+00 1.003896e+01
y_rep[832] 9.796001e+00 9.886737e+00 9.976454e+00 1.029785e+01
y_rep[833] 9.764103e+00 9.853350e+00 9.942710e+00 1.024055e+01
y_rep[834] 9.911560e+00 1.000095e+01 1.008939e+01 1.040493e+01
y_rep[835] 1.000730e+01 1.010163e+01 1.019023e+01 1.049192e+01
y_rep[836] 1.002826e+01 1.011910e+01 1.021331e+01 1.050268e+01
y_rep[837] 1.008457e+01 1.017678e+01 1.026710e+01 1.058993e+01
y_rep[838] 9.970437e+00 1.005898e+01 1.014827e+01 1.043960e+01
y_rep[839] 9.750107e+00 9.842130e+00 9.932570e+00 1.025245e+01
y_rep[840] 9.734638e+00 9.825735e+00 9.914512e+00 1.022082e+01
y_rep[841] 1.002686e+01 1.011747e+01 1.020825e+01 1.050759e+01
y_rep[842] 1.145651e+01 1.154738e+01 1.163684e+01 1.195443e+01
y_rep[843] 1.111767e+01 1.120796e+01 1.129819e+01 1.160967e+01
y_rep[844] 1.133522e+01 1.142825e+01 1.151658e+01 1.181168e+01
y_rep[845] 1.125204e+01 1.133977e+01 1.142689e+01 1.171962e+01
y_rep[846] 1.148085e+01 1.156823e+01 1.166037e+01 1.195108e+01
y_rep[847] 1.184178e+01 1.193253e+01 1.202495e+01 1.234591e+01
y_rep[848] 1.184176e+01 1.193240e+01 1.202603e+01 1.236494e+01
y_rep[849] 1.165215e+01 1.173856e+01 1.183437e+01 1.213821e+01
y_rep[850] 1.182232e+01 1.191258e+01 1.200702e+01 1.229148e+01
y_rep[851] 1.189941e+01 1.199335e+01 1.208616e+01 1.240773e+01
y_rep[852] 1.203438e+01 1.212388e+01 1.221089e+01 1.251798e+01
y_rep[853] 1.190941e+01 1.200155e+01 1.208992e+01 1.238229e+01
y_rep[854] 1.201087e+01 1.210177e+01 1.219543e+01 1.247827e+01
y_rep[855] 1.191815e+01 1.200967e+01 1.209991e+01 1.239282e+01
y_rep[856] 1.194974e+01 1.204574e+01 1.213811e+01 1.245309e+01
y_rep[857] 1.194339e+01 1.203079e+01 1.211818e+01 1.242913e+01
y_rep[858] 1.242760e+01 1.251487e+01 1.260369e+01 1.290143e+01
y_rep[859] 1.190436e+01 1.199360e+01 1.208206e+01 1.237999e+01
y_rep[860] 1.195528e+01 1.204685e+01 1.213421e+01 1.243240e+01
y_rep[861] 1.191953e+01 1.201072e+01 1.209953e+01 1.239664e+01
y_rep[862] 1.218023e+01 1.227031e+01 1.236046e+01 1.266682e+01
y_rep[863] 1.220327e+01 1.229029e+01 1.238140e+01 1.268664e+01
y_rep[864] 1.209829e+01 1.219071e+01 1.228189e+01 1.258832e+01
y_rep[865] 1.151306e+01 1.160877e+01 1.170208e+01 1.200990e+01
y_rep[866] 1.179371e+01 1.188244e+01 1.197879e+01 1.229546e+01
y_rep[867] 1.207055e+01 1.216103e+01 1.225236e+01 1.257276e+01
y_rep[868] 1.200465e+01 1.209521e+01 1.218466e+01 1.249129e+01
y_rep[869] 1.164722e+01 1.174126e+01 1.183254e+01 1.212518e+01
y_rep[870] 1.171457e+01 1.180513e+01 1.189613e+01 1.221400e+01
y_rep[871] 1.249568e+01 1.258577e+01 1.267498e+01 1.297659e+01
y_rep[872] 1.251251e+01 1.260460e+01 1.269354e+01 1.300433e+01
y_rep[873] 1.247636e+01 1.256668e+01 1.266221e+01 1.294978e+01
y_rep[874] 1.263461e+01 1.272636e+01 1.281738e+01 1.314071e+01
y_rep[875] 1.239997e+01 1.249096e+01 1.258120e+01 1.288307e+01
y_rep[876] 1.236413e+01 1.245260e+01 1.254335e+01 1.283730e+01
y_rep[877] 1.225627e+01 1.234511e+01 1.243428e+01 1.275420e+01
y_rep[878] 1.229591e+01 1.238771e+01 1.247667e+01 1.281161e+01
y_rep[879] 1.226848e+01 1.235706e+01 1.244917e+01 1.274987e+01
y_rep[880] 1.206684e+01 1.215728e+01 1.224820e+01 1.255629e+01
y_rep[881] 1.178637e+01 1.187609e+01 1.196674e+01 1.227119e+01
y_rep[882] 1.191426e+01 1.200542e+01 1.209354e+01 1.239133e+01
y_rep[883] 1.174739e+01 1.183822e+01 1.193084e+01 1.225612e+01
y_rep[884] 1.177937e+01 1.187130e+01 1.196369e+01 1.226101e+01
y_rep[885] 1.172308e+01 1.180892e+01 1.190570e+01 1.221630e+01
y_rep[886] 1.181400e+01 1.189906e+01 1.198934e+01 1.232548e+01
y_rep[887] 1.166971e+01 1.176059e+01 1.185262e+01 1.214489e+01
y_rep[888] 1.191982e+01 1.200632e+01 1.209837e+01 1.238263e+01
y_rep[889] 1.164478e+01 1.173133e+01 1.182275e+01 1.212987e+01
y_rep[890] 1.135441e+01 1.144243e+01 1.153272e+01 1.185647e+01
y_rep[891] 1.141075e+01 1.150308e+01 1.159485e+01 1.190842e+01
y_rep[892] 1.119215e+01 1.128537e+01 1.137015e+01 1.167914e+01
y_rep[893] 1.091272e+01 1.100175e+01 1.109473e+01 1.140796e+01
y_rep[894] 1.032319e+01 1.041417e+01 1.050357e+01 1.080740e+01
y_rep[895] 1.001141e+01 1.010316e+01 1.019546e+01 1.047750e+01
y_rep[896] 9.799826e+00 9.890961e+00 9.985437e+00 1.029947e+01
y_rep[897] 9.835261e+00 9.931253e+00 1.001998e+01 1.034146e+01
y_rep[898] 9.544696e+00 9.635956e+00 9.729070e+00 1.005429e+01
y_rep[899] 9.693504e+00 9.783838e+00 9.871935e+00 1.015430e+01
y_rep[900] 9.656451e+00 9.746434e+00 9.837761e+00 1.015072e+01
y_rep[901] 9.562552e+00 9.650749e+00 9.739732e+00 1.006367e+01
y_rep[902] 9.633062e+00 9.724049e+00 9.812985e+00 1.011521e+01
y_rep[903] 9.765536e+00 9.856577e+00 9.947686e+00 1.024751e+01
y_rep[904] 9.742643e+00 9.831069e+00 9.918599e+00 1.021090e+01
y_rep[905] 9.615135e+00 9.710903e+00 9.800936e+00 1.010019e+01
y_rep[906] 9.894992e+00 9.985966e+00 1.007539e+01 1.036941e+01
y_rep[907] 9.525059e+00 9.618307e+00 9.704221e+00 9.995619e+00
y_rep[908] 9.489304e+00 9.576624e+00 9.667568e+00 9.992410e+00
y_rep[909] 9.245400e+00 9.337119e+00 9.424435e+00 9.733121e+00
y_rep[910] 9.255433e+00 9.346483e+00 9.434720e+00 9.759128e+00
y_rep[911] 9.224429e+00 9.316877e+00 9.410463e+00 9.718144e+00
y_rep[912] 9.677116e+00 9.767846e+00 9.859709e+00 1.017489e+01
y_rep[913] 9.451378e+00 9.542386e+00 9.632543e+00 9.927735e+00
y_rep[914] 9.162495e+00 9.252508e+00 9.346529e+00 9.671594e+00
y_rep[915] 9.609436e+00 9.698890e+00 9.792083e+00 1.010882e+01
y_rep[916] 9.469495e+00 9.558156e+00 9.648291e+00 9.971312e+00
y_rep[917] 9.409717e+00 9.502698e+00 9.591714e+00 9.895868e+00
y_rep[918] 9.286046e+00 9.375303e+00 9.467516e+00 9.765637e+00
y_rep[919] 9.285689e+00 9.376505e+00 9.465698e+00 9.771635e+00
y_rep[920] 8.943285e+00 9.035119e+00 9.126742e+00 9.437054e+00
y_rep[921] 9.096768e+00 9.188099e+00 9.278911e+00 9.568162e+00
y_rep[922] 8.893432e+00 8.984780e+00 9.075066e+00 9.427758e+00
y_rep[923] 8.919722e+00 9.013144e+00 9.100950e+00 9.432252e+00
y_rep[924] 9.197830e+00 9.284666e+00 9.375892e+00 9.682661e+00
y_rep[925] 9.181030e+00 9.270528e+00 9.359789e+00 9.674560e+00
y_rep[926] 9.136934e+00 9.229579e+00 9.318949e+00 9.599336e+00
y_rep[927] 9.174307e+00 9.264584e+00 9.354067e+00 9.668623e+00
y_rep[928] 9.468503e+00 9.555280e+00 9.646505e+00 9.944838e+00
y_rep[929] 9.204347e+00 9.293944e+00 9.381903e+00 9.698659e+00
y_rep[930] 9.762730e+00 9.852334e+00 9.939128e+00 1.022589e+01
y_rep[931] 9.802532e+00 9.895937e+00 9.987740e+00 1.030439e+01
y_rep[932] 9.670823e+00 9.760561e+00 9.854366e+00 1.015359e+01
y_rep[933] 9.479060e+00 9.568927e+00 9.658136e+00 9.967621e+00
y_rep[934] 9.331478e+00 9.420162e+00 9.511630e+00 9.804946e+00
y_rep[935] 9.323994e+00 9.418177e+00 9.511502e+00 9.826040e+00
y_rep[936] 9.642384e+00 9.729915e+00 9.823040e+00 1.014245e+01
y_rep[937] 9.797661e+00 9.888213e+00 9.979459e+00 1.026912e+01
y_rep[938] 9.454576e+00 9.543820e+00 9.637786e+00 9.949766e+00
y_rep[939] 9.448401e+00 9.540274e+00 9.632154e+00 9.898880e+00
y_rep[940] 9.298807e+00 9.390280e+00 9.478435e+00 9.771124e+00
y_rep[941] 9.287422e+00 9.377730e+00 9.463224e+00 9.781557e+00
y_rep[942] 9.262829e+00 9.355695e+00 9.445324e+00 9.776529e+00
y_rep[943] 9.448094e+00 9.540804e+00 9.629339e+00 9.928698e+00
y_rep[944] 9.099610e+00 9.194929e+00 9.286956e+00 9.588293e+00
y_rep[945] 9.106457e+00 9.198345e+00 9.288508e+00 9.620197e+00
y_rep[946] 9.112601e+00 9.203349e+00 9.295643e+00 9.577224e+00
y_rep[947] 8.731341e+00 8.820761e+00 8.909290e+00 9.216197e+00
y_rep[948] 8.683746e+00 8.775682e+00 8.867940e+00 9.156778e+00
y_rep[949] 8.365774e+00 8.454288e+00 8.539357e+00 8.857873e+00
y_rep[950] 8.180700e+00 8.269395e+00 8.365826e+00 8.661988e+00
y_rep[951] 8.050445e+00 8.137505e+00 8.224820e+00 8.547580e+00
y_rep[952] 8.388862e+00 8.478269e+00 8.569204e+00 8.867038e+00
y_rep[953] 8.077180e+00 8.168566e+00 8.256429e+00 8.560978e+00
y_rep[954] 8.356501e+00 8.442688e+00 8.534847e+00 8.852788e+00
y_rep[955] 8.395422e+00 8.491969e+00 8.584723e+00 8.915491e+00
y_rep[956] 8.350348e+00 8.438600e+00 8.529920e+00 8.857978e+00
y_rep[957] 8.292575e+00 8.385235e+00 8.472065e+00 8.769351e+00
y_rep[958] 8.271236e+00 8.363137e+00 8.454496e+00 8.758183e+00
y_rep[959] 8.121567e+00 8.213105e+00 8.304025e+00 8.619860e+00
y_rep[960] 8.468976e+00 8.560227e+00 8.651665e+00 8.945858e+00
y_rep[961] 8.905720e+00 8.994708e+00 9.086007e+00 9.380713e+00
y_rep[962] 8.594897e+00 8.684763e+00 8.775305e+00 9.092715e+00
y_rep[963] 8.644467e+00 8.736268e+00 8.828499e+00 9.121366e+00
y_rep[964] 8.521013e+00 8.614288e+00 8.704648e+00 9.018863e+00
y_rep[965] 9.051890e+00 9.141157e+00 9.231724e+00 9.530283e+00
y_rep[966] 9.088793e+00 9.177243e+00 9.263084e+00 9.578002e+00
y_rep[967] 9.214487e+00 9.305756e+00 9.394112e+00 9.694795e+00
y_rep[968] 9.205472e+00 9.296678e+00 9.390793e+00 9.722264e+00
y_rep[969] 9.268925e+00 9.355683e+00 9.452870e+00 9.764754e+00
y_rep[970] 9.430889e+00 9.515801e+00 9.604982e+00 9.909460e+00
y_rep[971] 9.894860e+00 9.986245e+00 1.007831e+01 1.039267e+01
y_rep[972] 9.954064e+00 1.004552e+01 1.013795e+01 1.044318e+01
y_rep[973] 1.029216e+01 1.038184e+01 1.046997e+01 1.076746e+01
y_rep[974] 1.036587e+01 1.045734e+01 1.054977e+01 1.085228e+01
y_rep[975] 1.042887e+01 1.051525e+01 1.060651e+01 1.090395e+01
y_rep[976] 1.037264e+01 1.046449e+01 1.055298e+01 1.084301e+01
y_rep[977] 1.034361e+01 1.043652e+01 1.052931e+01 1.082331e+01
y_rep[978] 1.030028e+01 1.039174e+01 1.047985e+01 1.077194e+01
y_rep[979] 1.095379e+01 1.104350e+01 1.113659e+01 1.145168e+01
y_rep[980] 1.095410e+01 1.104307e+01 1.113753e+01 1.143093e+01
y_rep[981] 1.099214e+01 1.107758e+01 1.116427e+01 1.146237e+01
y_rep[982] 1.128832e+01 1.137897e+01 1.146818e+01 1.180889e+01
y_rep[983] 1.144628e+01 1.153907e+01 1.162975e+01 1.192939e+01
y_rep[984] 1.141443e+01 1.150298e+01 1.159237e+01 1.191490e+01
y_rep[985] 1.167350e+01 1.176629e+01 1.185298e+01 1.214325e+01
y_rep[986] 1.161223e+01 1.170331e+01 1.179535e+01 1.209669e+01
y_rep[987] 1.157278e+01 1.166665e+01 1.175535e+01 1.207797e+01
y_rep[988] 1.154378e+01 1.163093e+01 1.172190e+01 1.201463e+01
y_rep[989] 1.207732e+01 1.216234e+01 1.225419e+01 1.253743e+01
y_rep[990] 1.271564e+01 1.280493e+01 1.289391e+01 1.319574e+01
y_rep[991] 1.274450e+01 1.283484e+01 1.293000e+01 1.324570e+01
y_rep[992] 1.263467e+01 1.272247e+01 1.281172e+01 1.312823e+01
y_rep[993] 1.252187e+01 1.261429e+01 1.270220e+01 1.298607e+01
y_rep[994] 1.256389e+01 1.265072e+01 1.273828e+01 1.303124e+01
y_rep[995] 1.250525e+01 1.259392e+01 1.268381e+01 1.299039e+01
y_rep[996] 1.227255e+01 1.235989e+01 1.244776e+01 1.272827e+01
y_rep[997] 1.233048e+01 1.242170e+01 1.251018e+01 1.280725e+01
y_rep[998] 1.205165e+01 1.214465e+01 1.223502e+01 1.252568e+01
y_rep[999] 1.201548e+01 1.210450e+01 1.219326e+01 1.249149e+01
y_rep[1000] 1.218621e+01 1.227554e+01 1.236464e+01 1.268371e+01
y_rep[1001] 1.216163e+01 1.225118e+01 1.234249e+01 1.263412e+01
y_rep[1002] 1.174042e+01 1.183025e+01 1.191916e+01 1.221221e+01
y_rep[1003] 1.215495e+01 1.224553e+01 1.233929e+01 1.265252e+01
y_rep[1004] 1.193560e+01 1.202165e+01 1.211034e+01 1.242640e+01
y_rep[1005] 1.164010e+01 1.173298e+01 1.182218e+01 1.213681e+01
y_rep[1006] 1.163695e+01 1.172864e+01 1.181874e+01 1.211082e+01
y_rep[1007] 1.183541e+01 1.192419e+01 1.201606e+01 1.231046e+01
y_rep[1008] 1.152060e+01 1.161298e+01 1.170439e+01 1.198443e+01
y_rep[1009] 1.147877e+01 1.156747e+01 1.165666e+01 1.195958e+01
y_rep[1010] 1.137547e+01 1.146432e+01 1.155591e+01 1.185579e+01
y_rep[1011] 1.120470e+01 1.129159e+01 1.137871e+01 1.166668e+01
y_rep[1012] 1.046104e+01 1.054919e+01 1.064344e+01 1.092310e+01
y_rep[1013] 1.029398e+01 1.038677e+01 1.047675e+01 1.077738e+01
y_rep[1014] 1.033298e+01 1.042507e+01 1.051524e+01 1.081953e+01
y_rep[1015] 1.025851e+01 1.034839e+01 1.043939e+01 1.073489e+01
y_rep[1016] 1.017726e+01 1.026841e+01 1.035772e+01 1.064643e+01
y_rep[1017] 1.010969e+01 1.020309e+01 1.029251e+01 1.061728e+01
y_rep[1018] 1.018172e+01 1.027372e+01 1.036476e+01 1.065700e+01
y_rep[1019] 1.044440e+01 1.053411e+01 1.062624e+01 1.094767e+01
y_rep[1020] 1.069831e+01 1.078790e+01 1.087683e+01 1.118145e+01
y_rep[1021] 1.100324e+01 1.109511e+01 1.118442e+01 1.148536e+01
y_rep[1022] 1.098649e+01 1.107584e+01 1.117094e+01 1.148314e+01
y_rep[1023] 1.063398e+01 1.072354e+01 1.081365e+01 1.111403e+01
y_rep[1024] 1.070339e+01 1.079706e+01 1.088884e+01 1.120428e+01
y_rep[1025] 1.120801e+01 1.130227e+01 1.139362e+01 1.170765e+01
y_rep[1026] 1.061147e+01 1.070242e+01 1.079467e+01 1.113397e+01
y_rep[1027] 1.060967e+01 1.069997e+01 1.078858e+01 1.110546e+01
y_rep[1028] 1.043473e+01 1.052284e+01 1.061270e+01 1.093707e+01
y_rep[1029] 1.057971e+01 1.067250e+01 1.076233e+01 1.108679e+01
y_rep[1030] 1.048129e+01 1.057255e+01 1.066835e+01 1.097702e+01
y_rep[1031] 1.039352e+01 1.048228e+01 1.057033e+01 1.087825e+01
y_rep[1032] 1.048313e+01 1.057292e+01 1.066725e+01 1.096959e+01
y_rep[1033] 1.061001e+01 1.069852e+01 1.078773e+01 1.110224e+01
y_rep[1034] 1.067874e+01 1.077140e+01 1.085811e+01 1.117589e+01
y_rep[1035] 1.062794e+01 1.071719e+01 1.080968e+01 1.111222e+01
y_rep[1036] 1.056168e+01 1.065150e+01 1.073901e+01 1.103922e+01
y_rep[1037] 1.077010e+01 1.085942e+01 1.094835e+01 1.125603e+01
y_rep[1038] 1.119748e+01 1.128875e+01 1.138152e+01 1.168729e+01
y_rep[1039] 1.137650e+01 1.146616e+01 1.155731e+01 1.185783e+01
y_rep[1040] 1.136047e+01 1.145426e+01 1.154797e+01 1.185832e+01
y_rep[1041] 1.123338e+01 1.132093e+01 1.141419e+01 1.170747e+01
y_rep[1042] 1.083484e+01 1.092961e+01 1.101643e+01 1.131833e+01
y_rep[1043] 1.079420e+01 1.088613e+01 1.097389e+01 1.126576e+01
y_rep[1044] 1.064362e+01 1.073777e+01 1.083035e+01 1.110685e+01
y_rep[1045] 1.088058e+01 1.096784e+01 1.106137e+01 1.135466e+01
y_rep[1046] 1.071401e+01 1.080778e+01 1.090043e+01 1.119679e+01
y_rep[1047] 1.060178e+01 1.069128e+01 1.078183e+01 1.108405e+01
y_rep[1048] 1.058545e+01 1.067606e+01 1.076558e+01 1.109435e+01
y_rep[1049] 1.050032e+01 1.059003e+01 1.067991e+01 1.098005e+01
y_rep[1050] 1.049484e+01 1.058199e+01 1.067435e+01 1.098526e+01
y_rep[1051] 1.071230e+01 1.080531e+01 1.089782e+01 1.119322e+01
y_rep[1052] 1.048975e+01 1.057479e+01 1.066596e+01 1.096692e+01
y_rep[1053] 1.013366e+01 1.022250e+01 1.031513e+01 1.063656e+01
y_rep[1054] 1.007533e+01 1.016217e+01 1.024774e+01 1.054402e+01
y_rep[1055] 1.003851e+01 1.012898e+01 1.022287e+01 1.054020e+01
y_rep[1056] 9.778142e+00 9.867171e+00 9.958512e+00 1.024990e+01
y_rep[1057] 9.978971e+00 1.007174e+01 1.016211e+01 1.047016e+01
y_rep[1058] 9.960871e+00 1.005010e+01 1.014159e+01 1.044259e+01
y_rep[1059] 9.640874e+00 9.730839e+00 9.818221e+00 1.011847e+01
y_rep[1060] 9.311656e+00 9.405314e+00 9.497261e+00 9.783047e+00
y_rep[1061] 8.683620e+00 8.772259e+00 8.859316e+00 9.148598e+00
y_rep[1062] 8.528980e+00 8.617960e+00 8.712125e+00 9.035980e+00
y_rep[1063] 8.807473e+00 8.895841e+00 8.982831e+00 9.271204e+00
y_rep[1064] 9.125658e+00 9.215174e+00 9.305493e+00 9.596807e+00
y_rep[1065] 9.095949e+00 9.184337e+00 9.276907e+00 9.590120e+00
y_rep[1066] 8.642007e+00 8.731940e+00 8.820339e+00 9.156480e+00
y_rep[1067] 8.618398e+00 8.708298e+00 8.800600e+00 9.122582e+00
y_rep[1068] 9.361011e+00 9.454634e+00 9.542581e+00 9.831592e+00
y_rep[1069] 9.349388e+00 9.440714e+00 9.528434e+00 9.845156e+00
y_rep[1070] 9.440927e+00 9.530213e+00 9.621342e+00 9.905609e+00
y_rep[1071] 9.326526e+00 9.418675e+00 9.507507e+00 9.791887e+00
y_rep[1072] 8.873379e+00 8.966038e+00 9.056917e+00 9.380607e+00
y_rep[1073] 8.690258e+00 8.780222e+00 8.871654e+00 9.189824e+00
y_rep[1074] 8.876501e+00 8.965599e+00 9.057828e+00 9.371913e+00
y_rep[1075] 8.995798e+00 9.085729e+00 9.175214e+00 9.487091e+00
y_rep[1076] 9.375277e+00 9.469479e+00 9.559046e+00 9.874665e+00
y_rep[1077] 9.238318e+00 9.326832e+00 9.416598e+00 9.727879e+00
y_rep[1078] 8.969678e+00 9.060804e+00 9.150521e+00 9.454158e+00
y_rep[1079] 8.886304e+00 8.978480e+00 9.068045e+00 9.358347e+00
y_rep[1080] 8.548286e+00 8.638679e+00 8.728953e+00 9.046281e+00
y_rep[1081] 8.785672e+00 8.876233e+00 8.969725e+00 9.286456e+00
y_rep[1082] 8.781401e+00 8.873419e+00 8.964947e+00 9.276842e+00
y_rep[1083] 9.011617e+00 9.107234e+00 9.196245e+00 9.493512e+00
y_rep[1084] 9.019925e+00 9.112194e+00 9.206268e+00 9.480645e+00
y_rep[1085] 8.837371e+00 8.927270e+00 9.015327e+00 9.310036e+00
y_rep[1086] 8.757522e+00 8.848032e+00 8.937396e+00 9.252375e+00
y_rep[1087] 8.590039e+00 8.679906e+00 8.766693e+00 9.062296e+00
y_rep[1088] 8.474895e+00 8.563364e+00 8.653096e+00 8.968573e+00
y_rep[1089] 8.590079e+00 8.680681e+00 8.772186e+00 9.066336e+00
y_rep[1090] 8.382805e+00 8.471899e+00 8.565331e+00 8.857524e+00
y_rep[1091] 7.964967e+00 8.056107e+00 8.143030e+00 8.443229e+00
y_rep[1092] 7.687130e+00 7.775274e+00 7.866174e+00 8.193748e+00
y_rep[1093] 7.763861e+00 7.853959e+00 7.941864e+00 8.239449e+00
y_rep[1094] 7.696001e+00 7.787198e+00 7.878484e+00 8.182559e+00
y_rep[1095] 8.762364e+00 8.854094e+00 8.947190e+00 9.267599e+00
y_rep[1096] 8.901900e+00 8.996251e+00 9.091666e+00 9.407455e+00
y_rep[1097] 8.943692e+00 9.035676e+00 9.129253e+00 9.428220e+00
y_rep[1098] 8.803817e+00 8.899523e+00 8.992295e+00 9.305252e+00
y_rep[1099] 8.790861e+00 8.877753e+00 8.970241e+00 9.300428e+00
y_rep[1100] 8.671755e+00 8.762762e+00 8.854466e+00 9.167819e+00
y_rep[1101] 8.722844e+00 8.811667e+00 8.898824e+00 9.210725e+00
y_rep[1102] 8.670814e+00 8.759135e+00 8.853510e+00 9.165529e+00
y_rep[1103] 8.462774e+00 8.555529e+00 8.647562e+00 8.964369e+00
y_rep[1104] 8.476066e+00 8.567854e+00 8.656622e+00 8.971997e+00
y_rep[1105] 8.498000e+00 8.589894e+00 8.680607e+00 8.988211e+00
y_rep[1106] 8.318762e+00 8.408134e+00 8.499065e+00 8.802170e+00
y_rep[1107] 8.471359e+00 8.562138e+00 8.649208e+00 8.956190e+00
y_rep[1108] 8.305302e+00 8.392796e+00 8.482492e+00 8.804014e+00
y_rep[1109] 8.531963e+00 8.620285e+00 8.713844e+00 9.035384e+00
y_rep[1110] 8.910410e+00 9.002937e+00 9.092775e+00 9.395854e+00
y_rep[1111] 8.898892e+00 8.990357e+00 9.082229e+00 9.388776e+00
y_rep[1112] 8.679189e+00 8.771458e+00 8.860938e+00 9.154985e+00
y_rep[1113] 8.816885e+00 8.909585e+00 8.996655e+00 9.320448e+00
y_rep[1114] 8.727004e+00 8.821818e+00 8.913660e+00 9.202949e+00
y_rep[1115] 8.610147e+00 8.700479e+00 8.790420e+00 9.108620e+00
y_rep[1116] 8.819734e+00 8.911129e+00 9.000807e+00 9.294655e+00
y_rep[1117] 9.262342e+00 9.355869e+00 9.445133e+00 9.746148e+00
y_rep[1118] 8.469707e+00 8.558427e+00 8.652107e+00 8.981760e+00
y_rep[1119] 8.557567e+00 8.650309e+00 8.738455e+00 9.058021e+00
y_rep[1120] 8.347589e+00 8.440039e+00 8.527515e+00 8.840804e+00
y_rep[1121] 8.200737e+00 8.290507e+00 8.383048e+00 8.694278e+00
y_rep[1122] 8.592300e+00 8.681100e+00 8.769835e+00 9.062533e+00
y_rep[1123] 8.560604e+00 8.652013e+00 8.743799e+00 9.064981e+00
y_rep[1124] 8.439109e+00 8.530800e+00 8.621571e+00 8.932619e+00
y_rep[1125] 9.220561e+00 9.311291e+00 9.398461e+00 9.673098e+00
y_rep[1126] 9.196303e+00 9.284755e+00 9.377656e+00 9.696195e+00
y_rep[1127] 9.313417e+00 9.407236e+00 9.497144e+00 9.796339e+00
y_rep[1128] 9.265709e+00 9.354820e+00 9.440032e+00 9.758066e+00
y_rep[1129] 9.382851e+00 9.477423e+00 9.568684e+00 9.857606e+00
y_rep[1130] 9.399200e+00 9.487446e+00 9.574994e+00 9.871906e+00
y_rep[1131] 9.487927e+00 9.579738e+00 9.669681e+00 9.949968e+00
y_rep[1132] 9.317058e+00 9.410156e+00 9.502019e+00 9.812464e+00
y_rep[1133] 8.945952e+00 9.037145e+00 9.127137e+00 9.418535e+00
y_rep[1134] 8.997630e+00 9.085541e+00 9.175612e+00 9.529462e+00
y_rep[1135] 9.355909e+00 9.445998e+00 9.536017e+00 9.822334e+00
y_rep[1136] 9.397514e+00 9.486162e+00 9.573762e+00 9.870239e+00
y_rep[1137] 9.499999e+00 9.589632e+00 9.677948e+00 1.001019e+01
y_rep[1138] 9.448018e+00 9.538476e+00 9.630929e+00 9.932258e+00
y_rep[1139] 9.412357e+00 9.502244e+00 9.593110e+00 9.898324e+00
y_rep[1140] 9.274915e+00 9.363268e+00 9.453834e+00 9.790536e+00
y_rep[1141] 9.216200e+00 9.307002e+00 9.400641e+00 9.720356e+00
y_rep[1142] 9.110310e+00 9.203568e+00 9.292924e+00 9.594596e+00
y_rep[1143] 9.157632e+00 9.246629e+00 9.336946e+00 9.638576e+00
y_rep[1144] 9.199090e+00 9.288419e+00 9.375823e+00 9.692947e+00
y_rep[1145] 9.873218e+00 9.962313e+00 1.005313e+01 1.037335e+01
y_rep[1146] 9.787966e+00 9.878245e+00 9.969636e+00 1.027830e+01
y_rep[1147] 1.032821e+01 1.041910e+01 1.051047e+01 1.081793e+01
y_rep[1148] 9.918062e+00 1.000986e+01 1.010314e+01 1.043266e+01
y_rep[1149] 1.055145e+01 1.064450e+01 1.073418e+01 1.104489e+01
y_rep[1150] 1.031474e+01 1.040101e+01 1.049249e+01 1.081821e+01
y_rep[1151] 1.029208e+01 1.038139e+01 1.047404e+01 1.077476e+01
y_rep[1152] 1.022709e+01 1.031771e+01 1.040712e+01 1.070310e+01
y_rep[1153] 1.013649e+01 1.022710e+01 1.031318e+01 1.062470e+01
y_rep[1154] 1.041801e+01 1.050879e+01 1.059812e+01 1.090456e+01
y_rep[1155] 1.190144e+01 1.199247e+01 1.208139e+01 1.238003e+01
y_rep[1156] 1.113010e+01 1.122185e+01 1.131275e+01 1.161453e+01
y_rep[1157] 1.095526e+01 1.104387e+01 1.113415e+01 1.145703e+01
y_rep[1158] 1.107931e+01 1.116801e+01 1.125695e+01 1.153748e+01
y_rep[1159] 1.095578e+01 1.104718e+01 1.113919e+01 1.142121e+01
y_rep[1160] 1.088880e+01 1.098127e+01 1.107300e+01 1.137696e+01
y_rep[1161] 1.103450e+01 1.112495e+01 1.121951e+01 1.155658e+01
y_rep[1162] 1.087997e+01 1.096825e+01 1.105505e+01 1.135826e+01
y_rep[1163] 1.081807e+01 1.091155e+01 1.100080e+01 1.130150e+01
y_rep[1164] 1.090081e+01 1.099090e+01 1.107674e+01 1.137990e+01
y_rep[1165] 1.095705e+01 1.105001e+01 1.114015e+01 1.145309e+01
y_rep[1166] 1.095180e+01 1.104285e+01 1.113625e+01 1.143689e+01
y_rep[1167] 1.111216e+01 1.120397e+01 1.129568e+01 1.160578e+01
y_rep[1168] 1.076521e+01 1.085440e+01 1.094143e+01 1.124426e+01
y_rep[1169] 1.058648e+01 1.067512e+01 1.076588e+01 1.106650e+01
y_rep[1170] 1.047380e+01 1.056171e+01 1.065561e+01 1.098429e+01
y_rep[1171] 1.027892e+01 1.036812e+01 1.046153e+01 1.077200e+01
y_rep[1172] 9.853353e+00 9.943714e+00 1.003483e+01 1.033031e+01
y_rep[1173] 1.016960e+01 1.026184e+01 1.034977e+01 1.064362e+01
y_rep[1174] 1.006210e+01 1.015122e+01 1.024221e+01 1.053871e+01
y_rep[1175] 1.003388e+01 1.012465e+01 1.021247e+01 1.054609e+01
y_rep[1176] 1.010025e+01 1.019059e+01 1.028273e+01 1.058329e+01
y_rep[1177] 9.903190e+00 9.990917e+00 1.008286e+01 1.038854e+01
y_rep[1178] 9.376782e+00 9.467386e+00 9.557489e+00 9.878777e+00
y_rep[1179] 9.535720e+00 9.627161e+00 9.719441e+00 1.003557e+01
y_rep[1180] 9.626492e+00 9.713655e+00 9.804157e+00 1.013584e+01
y_rep[1181] 9.541965e+00 9.632952e+00 9.721644e+00 1.005630e+01
y_rep[1182] 9.480085e+00 9.569303e+00 9.657443e+00 9.978872e+00
y_rep[1183] 9.402127e+00 9.492621e+00 9.586672e+00 9.876948e+00
y_rep[1184] 9.879488e+00 9.974357e+00 1.006812e+01 1.038339e+01
y_rep[1185] 9.969776e+00 1.005740e+01 1.014645e+01 1.046206e+01
y_rep[1186] 9.839483e+00 9.932429e+00 1.002181e+01 1.033669e+01
y_rep[1187] 9.623710e+00 9.711819e+00 9.801550e+00 1.011528e+01
y_rep[1188] 1.011644e+01 1.021084e+01 1.029986e+01 1.060627e+01
y_rep[1189] 1.020024e+01 1.029137e+01 1.038260e+01 1.070221e+01
y_rep[1190] 9.973879e+00 1.006465e+01 1.015351e+01 1.044064e+01
y_rep[1191] 1.010724e+01 1.019583e+01 1.028555e+01 1.056874e+01
y_rep[1192] 9.935195e+00 1.002663e+01 1.011727e+01 1.043714e+01
y_rep[1193] 1.021117e+01 1.030313e+01 1.039322e+01 1.068309e+01
y_rep[1194] 1.035182e+01 1.044406e+01 1.053355e+01 1.083500e+01
y_rep[1195] 1.012915e+01 1.022124e+01 1.031264e+01 1.061099e+01
y_rep[1196] 1.128347e+01 1.137614e+01 1.147042e+01 1.177420e+01
y_rep[1197] 1.142628e+01 1.151408e+01 1.160485e+01 1.192492e+01
y_rep[1198] 1.121536e+01 1.130837e+01 1.139809e+01 1.171703e+01
y_rep[1199] 1.129516e+01 1.138518e+01 1.147518e+01 1.177423e+01
y_rep[1200] 1.139822e+01 1.148625e+01 1.157635e+01 1.188796e+01
y_rep[1201] 1.119722e+01 1.128635e+01 1.137628e+01 1.168509e+01
y_rep[1202] 1.101009e+01 1.110289e+01 1.119566e+01 1.149322e+01
y_rep[1203] 1.112883e+01 1.122103e+01 1.130865e+01 1.160706e+01
y_rep[1204] 1.093609e+01 1.102619e+01 1.111472e+01 1.142214e+01
y_rep[1205] 1.091491e+01 1.100469e+01 1.109285e+01 1.140481e+01
y_rep[1206] 1.096155e+01 1.105326e+01 1.114202e+01 1.145406e+01
y_rep[1207] 1.082057e+01 1.091015e+01 1.100131e+01 1.134967e+01
y_rep[1208] 1.077164e+01 1.086120e+01 1.094970e+01 1.123930e+01
y_rep[1209] 1.092146e+01 1.101006e+01 1.109626e+01 1.140099e+01
y_rep[1210] 1.086069e+01 1.095073e+01 1.104115e+01 1.133515e+01
y_rep[1211] 1.045063e+01 1.054142e+01 1.063208e+01 1.092597e+01
y_rep[1212] 1.055298e+01 1.064218e+01 1.073374e+01 1.105218e+01
y_rep[1213] 1.050155e+01 1.059085e+01 1.068285e+01 1.099230e+01
y_rep[1214] 1.048840e+01 1.058076e+01 1.067452e+01 1.099445e+01
y_rep[1215] 1.100033e+01 1.109100e+01 1.118186e+01 1.148431e+01
y_rep[1216] 1.097681e+01 1.106713e+01 1.115604e+01 1.145771e+01
y_rep[1217] 1.064195e+01 1.073769e+01 1.082629e+01 1.112375e+01
y_rep[1218] 1.060677e+01 1.069690e+01 1.079001e+01 1.107573e+01
y_rep[1219] 9.745312e+00 9.834660e+00 9.925220e+00 1.023238e+01
y_rep[1220] 9.438971e+00 9.530844e+00 9.621512e+00 9.922205e+00
y_rep[1221] 9.928872e+00 1.001960e+01 1.010865e+01 1.040277e+01
y_rep[1222] 1.033996e+01 1.043187e+01 1.052111e+01 1.082347e+01
y_rep[1223] 9.733031e+00 9.821939e+00 9.911733e+00 1.020875e+01
y_rep[1224] 9.928852e+00 1.001834e+01 1.011534e+01 1.040581e+01
y_rep[1225] 9.750452e+00 9.841730e+00 9.933363e+00 1.023931e+01
y_rep[1226] 9.822959e+00 9.915532e+00 1.000639e+01 1.029244e+01
y_rep[1227] 1.015525e+01 1.024413e+01 1.033837e+01 1.064481e+01
y_rep[1228] 1.017946e+01 1.026969e+01 1.035687e+01 1.066351e+01
y_rep[1229] 9.965631e+00 1.005673e+01 1.014907e+01 1.043230e+01
y_rep[1230] 9.847884e+00 9.937416e+00 1.002686e+01 1.034513e+01
y_rep[1231] 9.649234e+00 9.737801e+00 9.827520e+00 1.013813e+01
y_rep[1232] 9.605747e+00 9.699134e+00 9.789883e+00 1.010866e+01
y_rep[1233] 9.476788e+00 9.567232e+00 9.654433e+00 9.988535e+00
y_rep[1234] 9.440773e+00 9.533435e+00 9.621642e+00 9.926561e+00
y_rep[1235] 9.345818e+00 9.437042e+00 9.529928e+00 9.842971e+00
y_rep[1236] 9.148915e+00 9.244008e+00 9.336433e+00 9.642055e+00
y_rep[1237] 9.268882e+00 9.357068e+00 9.447869e+00 9.743753e+00
y_rep[1238] 8.985669e+00 9.075658e+00 9.164718e+00 9.454389e+00
y_rep[1239] 9.212099e+00 9.297739e+00 9.390957e+00 9.666801e+00
y_rep[1240] 8.999285e+00 9.093229e+00 9.182679e+00 9.483603e+00
y_rep[1241] 8.970022e+00 9.058888e+00 9.148734e+00 9.453193e+00
y_rep[1242] 9.147206e+00 9.241093e+00 9.330494e+00 9.634651e+00
y_rep[1243] 9.188104e+00 9.278775e+00 9.369011e+00 9.691746e+00
y_rep[1244] 8.905254e+00 8.994686e+00 9.085001e+00 9.388877e+00
y_rep[1245] 8.773510e+00 8.864838e+00 8.953485e+00 9.267150e+00
y_rep[1246] 8.985836e+00 9.074882e+00 9.162991e+00 9.447708e+00
y_rep[1247] 8.880922e+00 8.971108e+00 9.059380e+00 9.354052e+00
y_rep[1248] 8.663148e+00 8.752318e+00 8.840381e+00 9.116720e+00
y_rep[1249] 8.591021e+00 8.679721e+00 8.771449e+00 9.073555e+00
y_rep[1250] 8.361384e+00 8.444876e+00 8.528913e+00 8.830793e+00
y_rep[1251] 8.189928e+00 8.276937e+00 8.367512e+00 8.672216e+00
y_rep[1252] 8.201137e+00 8.290678e+00 8.383876e+00 8.725114e+00
y_rep[1253] 8.132388e+00 8.224037e+00 8.319065e+00 8.622476e+00
y_rep[1254] 8.322209e+00 8.413551e+00 8.503276e+00 8.833375e+00
y_rep[1255] 8.157029e+00 8.247212e+00 8.339950e+00 8.657427e+00
y_rep[1256] 8.201067e+00 8.293587e+00 8.384394e+00 8.694129e+00
y_rep[1257] 9.302516e+00 9.391470e+00 9.475369e+00 9.774942e+00
y_rep[1258] 9.472172e+00 9.566799e+00 9.656317e+00 9.968294e+00
y_rep[1259] 9.278868e+00 9.371347e+00 9.461526e+00 9.753220e+00
y_rep[1260] 9.374616e+00 9.463206e+00 9.556916e+00 9.876283e+00
y_rep[1261] 9.123486e+00 9.213351e+00 9.304841e+00 9.607119e+00
y_rep[1262] 8.698788e+00 8.787187e+00 8.879244e+00 9.196131e+00
y_rep[1263] 8.967715e+00 9.054006e+00 9.145694e+00 9.440096e+00
y_rep[1264] 9.242888e+00 9.337621e+00 9.426978e+00 9.707773e+00
y_rep[1265] 8.947810e+00 9.039056e+00 9.128828e+00 9.406623e+00
y_rep[1266] 8.756441e+00 8.849016e+00 8.937223e+00 9.248591e+00
y_rep[1267] 8.859702e+00 8.944129e+00 9.035990e+00 9.337779e+00
y_rep[1268] 8.761900e+00 8.852389e+00 8.945827e+00 9.291730e+00
y_rep[1269] 8.767666e+00 8.859330e+00 8.950344e+00 9.271697e+00
y_rep[1270] 8.987931e+00 9.080813e+00 9.170705e+00 9.478809e+00
y_rep[1271] 9.038815e+00 9.129136e+00 9.218407e+00 9.513171e+00
y_rep[1272] 9.070301e+00 9.159963e+00 9.251157e+00 9.541818e+00
y_rep[1273] 9.166345e+00 9.253363e+00 9.344451e+00 9.664156e+00
y_rep[1274] 9.301721e+00 9.390173e+00 9.484264e+00 9.784534e+00
y_rep[1275] 9.251609e+00 9.338817e+00 9.429904e+00 9.732402e+00
y_rep[1276] 9.288938e+00 9.377677e+00 9.466158e+00 9.761204e+00
y_rep[1277] 9.178898e+00 9.271434e+00 9.358726e+00 9.674260e+00
y_rep[1278] 9.131451e+00 9.220930e+00 9.309388e+00 9.632928e+00
y_rep[1279] 9.013295e+00 9.104406e+00 9.194379e+00 9.516868e+00
y_rep[1280] 8.580351e+00 8.667662e+00 8.756571e+00 9.066725e+00
y_rep[1281] 8.437611e+00 8.530310e+00 8.621386e+00 8.915377e+00
y_rep[1282] 8.774875e+00 8.867360e+00 8.959268e+00 9.277233e+00
y_rep[1283] 8.491759e+00 8.585142e+00 8.673920e+00 8.988033e+00
y_rep[1284] 8.352867e+00 8.443319e+00 8.533832e+00 8.837784e+00
y_rep[1285] 8.496052e+00 8.585675e+00 8.673141e+00 8.975068e+00
y_rep[1286] 8.125932e+00 8.219124e+00 8.312025e+00 8.619321e+00
y_rep[1287] 7.927421e+00 8.018041e+00 8.105732e+00 8.445929e+00
y_rep[1288] 9.087248e+00 9.179003e+00 9.269690e+00 9.580452e+00
y_rep[1289] 8.865429e+00 8.956291e+00 9.049455e+00 9.406851e+00
y_rep[1290] 8.831551e+00 8.922163e+00 9.011428e+00 9.325323e+00
y_rep[1291] 8.902664e+00 8.989837e+00 9.082759e+00 9.397645e+00
y_rep[1292] 8.739799e+00 8.831264e+00 8.922533e+00 9.238643e+00
y_rep[1293] 8.417343e+00 8.504997e+00 8.598503e+00 8.908471e+00
y_rep[1294] 8.358364e+00 8.447085e+00 8.539615e+00 8.823763e+00
y_rep[1295] 8.246268e+00 8.339151e+00 8.434281e+00 8.761765e+00
y_rep[1296] 8.078171e+00 8.171119e+00 8.260141e+00 8.549171e+00
y_rep[1297] 8.009543e+00 8.103301e+00 8.194923e+00 8.483723e+00
y_rep[1298] 8.004096e+00 8.091937e+00 8.180658e+00 8.462899e+00
y_rep[1299] 7.698968e+00 7.788374e+00 7.877559e+00 8.167533e+00
y_rep[1300] 7.898669e+00 7.987698e+00 8.076713e+00 8.366874e+00
y_rep[1301] 7.614049e+00 7.702321e+00 7.792275e+00 8.109663e+00
y_rep[1302] 7.786987e+00 7.875831e+00 7.968458e+00 8.297862e+00
y_rep[1303] 7.806624e+00 7.899742e+00 7.991115e+00 8.295267e+00
y_rep[1304] 7.836935e+00 7.926838e+00 8.017094e+00 8.309972e+00
y_rep[1305] 7.842926e+00 7.934428e+00 8.022600e+00 8.356810e+00
y_rep[1306] 8.173241e+00 8.264774e+00 8.356314e+00 8.677786e+00
y_rep[1307] 7.983372e+00 8.072105e+00 8.165663e+00 8.479349e+00
y_rep[1308] 7.910264e+00 8.001185e+00 8.092867e+00 8.398944e+00
y_rep[1309] 7.942907e+00 8.035508e+00 8.127148e+00 8.445563e+00
y_rep[1310] 8.220953e+00 8.308771e+00 8.401016e+00 8.694462e+00
y_rep[1311] 7.720878e+00 7.815452e+00 7.905415e+00 8.220925e+00
y_rep[1312] 8.298486e+00 8.389726e+00 8.480724e+00 8.778819e+00
y_rep[1313] 8.194288e+00 8.282396e+00 8.372127e+00 8.722842e+00
y_rep[1314] 8.302454e+00 8.390536e+00 8.478029e+00 8.790928e+00
y_rep[1315] 8.224625e+00 8.312938e+00 8.400338e+00 8.708129e+00
y_rep[1316] 8.134765e+00 8.224964e+00 8.316250e+00 8.618489e+00
y_rep[1317] 8.334816e+00 8.426196e+00 8.516555e+00 8.822555e+00
y_rep[1318] 8.333854e+00 8.422516e+00 8.510026e+00 8.816159e+00
y_rep[1319] 9.396233e+00 9.481768e+00 9.576277e+00 9.880433e+00
y_rep[1320] 9.601287e+00 9.692299e+00 9.786498e+00 1.010682e+01
y_rep[1321] 9.449440e+00 9.541231e+00 9.629456e+00 9.933199e+00
y_rep[1322] 9.545867e+00 9.634673e+00 9.723870e+00 1.002084e+01
y_rep[1323] 9.439728e+00 9.529325e+00 9.614901e+00 9.914285e+00
y_rep[1324] 9.502004e+00 9.591098e+00 9.684038e+00 9.987575e+00
y_rep[1325] 9.957605e+00 1.005064e+01 1.014555e+01 1.047594e+01
y_rep[1326] 9.660161e+00 9.751603e+00 9.844836e+00 1.015964e+01
y_rep[1327] 9.556353e+00 9.646194e+00 9.732191e+00 1.003379e+01
y_rep[1328] 9.531287e+00 9.622221e+00 9.714807e+00 1.002898e+01
y_rep[1329] 9.414808e+00 9.504354e+00 9.593222e+00 9.902304e+00
y_rep[1330] 9.609598e+00 9.700507e+00 9.787290e+00 1.011320e+01
y_rep[1331] 9.937074e+00 1.002978e+01 1.012199e+01 1.042119e+01
y_rep[1332] 9.727735e+00 9.818628e+00 9.909476e+00 1.019842e+01
y_rep[1333] 9.563058e+00 9.655529e+00 9.744587e+00 1.006917e+01
y_rep[1334] 9.508616e+00 9.599766e+00 9.690952e+00 1.001595e+01
y_rep[1335] 9.361195e+00 9.448834e+00 9.543848e+00 9.852501e+00
y_rep[1336] 9.759910e+00 9.847170e+00 9.935375e+00 1.025253e+01
y_rep[1337] 9.832073e+00 9.918391e+00 1.000555e+01 1.031313e+01
y_rep[1338] 9.540214e+00 9.631399e+00 9.723380e+00 1.003204e+01
y_rep[1339] 9.537532e+00 9.627908e+00 9.713476e+00 1.003024e+01
y_rep[1340] 9.591936e+00 9.688142e+00 9.778849e+00 1.007562e+01
y_rep[1341] 9.643168e+00 9.735314e+00 9.828725e+00 1.015276e+01
y_rep[1342] 9.820068e+00 9.908804e+00 1.000224e+01 1.031281e+01
y_rep[1343] 9.802158e+00 9.890214e+00 9.981430e+00 1.027469e+01
y_rep[1344] 9.842855e+00 9.938879e+00 1.002822e+01 1.035692e+01
y_rep[1345] 9.669040e+00 9.758710e+00 9.849024e+00 1.018200e+01
y_rep[1346] 9.703580e+00 9.795598e+00 9.886107e+00 1.019342e+01
y_rep[1347] 9.577615e+00 9.663457e+00 9.751176e+00 1.003478e+01
y_rep[1348] 9.524151e+00 9.617186e+00 9.704363e+00 1.002780e+01
y_rep[1349] 9.418715e+00 9.507197e+00 9.598096e+00 9.909850e+00
y_rep[1350] 9.601505e+00 9.692430e+00 9.781785e+00 1.006734e+01
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log_lik[1322] 1.114263e+00 1.133752e+00 1.152924e+00 1.192779e+00
log_lik[1323] 5.958547e-01 6.253026e-01 6.538706e-01 7.064794e-01
log_lik[1324] 3.942892e-01 4.288734e-01 4.637466e-01 5.275346e-01
log_lik[1325] 5.241942e-02 9.025657e-02 1.264466e-01 1.919327e-01
log_lik[1326] 1.101607e+00 1.121868e+00 1.141260e+00 1.180280e+00
log_lik[1327] 9.399753e-01 9.626032e-01 9.843055e-01 1.024282e+00
log_lik[1328] 3.493053e-01 3.964958e-01 4.422839e-01 5.276857e-01
log_lik[1329] 9.560643e-01 9.797765e-01 1.001776e+00 1.043359e+00
log_lik[1330] 7.505981e-01 7.802657e-01 8.105588e-01 8.628538e-01
log_lik[1331] 8.686533e-01 9.000781e-01 9.293795e-01 9.812149e-01
log_lik[1332] 1.060112e+00 1.083632e+00 1.106680e+00 1.149922e+00
log_lik[1333] 1.120522e+00 1.140308e+00 1.159741e+00 1.199206e+00
log_lik[1334] 9.797727e-01 1.008350e+00 1.035052e+00 1.083100e+00
log_lik[1335] -1.684817e+00 -1.640840e+00 -1.597096e+00 -1.512200e+00
log_lik[1336] 9.891925e-01 1.022155e+00 1.053081e+00 1.108733e+00
log_lik[1337] 2.422262e-01 2.859924e-01 3.291186e-01 4.068554e-01
log_lik[1338] 1.114482e+00 1.134732e+00 1.154039e+00 1.192715e+00
log_lik[1339] 6.479366e-01 6.868316e-01 7.242338e-01 7.903532e-01
log_lik[1340] 1.100662e+00 1.121465e+00 1.141490e+00 1.181398e+00
log_lik[1341] 2.947778e-01 3.335494e-01 3.739063e-01 4.424302e-01
log_lik[1342] 7.634856e-01 8.363400e-01 9.029569e-01 1.014693e+00
log_lik[1343] 7.425560e-01 7.826437e-01 8.218768e-01 8.925881e-01
log_lik[1344] 8.602586e-01 8.959104e-01 9.297418e-01 9.877767e-01
log_lik[1345] 1.094656e+00 1.114511e+00 1.134173e+00 1.172930e+00
log_lik[1346] 7.584076e-01 7.902175e-01 8.201706e-01 8.739786e-01
log_lik[1347] 7.568541e-01 7.846246e-01 8.115908e-01 8.622044e-01
log_lik[1348] 7.580130e-01 7.852594e-01 8.124128e-01 8.604286e-01
log_lik[1349] 1.440764e-01 1.879445e-01 2.305377e-01 3.112121e-01
log_lik[1350] 1.105691e+00 1.125388e+00 1.145087e+00 1.183733e+00
log_lik[1351] 1.084854e+00 1.105122e+00 1.124228e+00 1.162008e+00
log_lik[1352] 1.120643e+00 1.140384e+00 1.159845e+00 1.198515e+00
log_lik[1353] 1.091572e+00 1.112892e+00 1.132940e+00 1.172645e+00
log_lik[1354] 1.015789e+00 1.036939e+00 1.057892e+00 1.095864e+00
log_lik[1355] 9.973120e-01 1.025765e+00 1.054031e+00 1.106055e+00
log_lik[1356] 1.120039e+00 1.139856e+00 1.159377e+00 1.197719e+00
log_lik[1357] 6.169804e-01 6.496925e-01 6.789995e-01 7.372909e-01
log_lik[1358] -1.322909e+00 -1.281706e+00 -1.239755e+00 -1.160910e+00
log_lik[1359] 8.105099e-01 8.439692e-01 8.746770e-01 9.303765e-01
log_lik[1360] 1.595495e-01 2.012647e-01 2.424845e-01 3.156659e-01
log_lik[1361] -5.641821e-01 -5.217761e-01 -4.756612e-01 -3.920818e-01
log_lik[1362] 5.351127e-01 5.767915e-01 6.182406e-01 6.896575e-01
log_lik[1363] 9.300349e-01 9.581631e-01 9.862501e-01 1.034834e+00
log_lik[1364] 6.868297e-01 7.301250e-01 7.719718e-01 8.443874e-01
log_lik[1365] -1.917620e+00 -1.869935e+00 -1.823800e+00 -1.738625e+00
log_lik[1366] 1.119455e+00 1.139330e+00 1.158598e+00 1.197065e+00
log_lik[1367] 9.119183e-01 9.460795e-01 9.766569e-01 1.030737e+00
log_lik[1368] 9.212341e-01 9.506770e-01 9.787547e-01 1.028768e+00
log_lik[1369] 1.068704e+00 1.091353e+00 1.113312e+00 1.155654e+00
log_lik[1370] 7.176609e-01 7.640500e-01 8.083374e-01 8.890508e-01
log_lik[1371] -5.401330e-01 -4.847159e-01 -4.276431e-01 -3.249273e-01
log_lik[1372] 9.590809e-01 9.902254e-01 1.019250e+00 1.069306e+00
log_lik[1373] -2.443118e-01 -1.906052e-01 -1.390259e-01 -4.065847e-02
log_lik[1374] 1.109630e+00 1.129568e+00 1.149165e+00 1.190696e+00
log_lik[1375] 7.033243e-01 7.394564e-01 7.724275e-01 8.350121e-01
log_lik[1376] 7.456595e-01 7.834463e-01 8.193084e-01 8.853920e-01
log_lik[1377] 9.359310e-01 9.644920e-01 9.922165e-01 1.041950e+00
log_lik[1378] 7.370770e-01 7.745776e-01 8.098391e-01 8.754044e-01
log_lik[1379] 1.117959e+00 1.137974e+00 1.157255e+00 1.195766e+00
log_lik[1380] 9.100018e-01 9.470429e-01 9.826642e-01 1.045663e+00
log_lik[1381] 4.160384e-01 4.653247e-01 5.125384e-01 5.996674e-01
log_lik[1382] 1.395941e-01 1.858503e-01 2.294705e-01 3.089910e-01
log_lik[1383] 8.324107e-01 8.726632e-01 9.108290e-01 9.797615e-01
log_lik[1384] 1.115186e+00 1.134942e+00 1.154603e+00 1.193662e+00
log_lik[1385] 1.038116e+00 1.064363e+00 1.090518e+00 1.136783e+00
log_lik[1386] 3.661493e-01 4.044935e-01 4.461141e-01 5.152997e-01
log_lik[1387] 9.881288e-01 1.013555e+00 1.038083e+00 1.081131e+00
log_lik[1388] 1.061039e+00 1.084268e+00 1.106227e+00 1.147359e+00
log_lik[1389] 9.756403e-01 1.008879e+00 1.039958e+00 1.092782e+00
log_lik[1390] 1.104490e+00 1.124785e+00 1.145534e+00 1.183488e+00
log_lik[1391] 1.094781e+00 1.116419e+00 1.137420e+00 1.177361e+00
log_lik[1392] 1.094332e+00 1.115211e+00 1.135805e+00 1.174878e+00
log_lik[1393] 1.113062e+00 1.132796e+00 1.153028e+00 1.193720e+00
log_lik[1394] 4.744971e-01 5.179542e-01 5.606299e-01 6.370622e-01
log_lik[1395] 7.418486e-01 7.783419e-01 8.132866e-01 8.770733e-01
log_lik[1396] -2.578223e-01 -1.987313e-01 -1.396163e-01 -2.991518e-02
log_lik[1397] -1.489666e-01 -9.738275e-02 -4.770116e-02 4.302291e-02
log_lik[1398] -5.182746e-01 -4.715088e-01 -4.224864e-01 -3.346152e-01
log_lik[1399] -1.891035e+00 -1.824307e+00 -1.754040e+00 -1.619557e+00
log_lik[1400] 6.912815e-01 7.310915e-01 7.685154e-01 8.367682e-01
log_lik[1401] -9.770818e-01 -9.271126e-01 -8.748079e-01 -7.751772e-01
log_lik[1402] 9.234324e-01 9.563413e-01 9.873643e-01 1.043654e+00
log_lik[1403] -2.417440e-01 -2.028055e-01 -1.624441e-01 -8.713359e-02
log_lik[1404] 7.885096e-01 8.190687e-01 8.502468e-01 9.065463e-01
log_lik[1405] 1.104607e+00 1.125144e+00 1.145436e+00 1.186025e+00
log_lik[1406] 9.463572e-01 9.749851e-01 1.002579e+00 1.054066e+00
log_lik[1407] 8.140332e-01 8.440119e-01 8.718239e-01 9.235692e-01
log_lik[1408] 1.119426e+00 1.139151e+00 1.158387e+00 1.197856e+00
log_lik[1409] 1.051973e+00 1.075957e+00 1.099115e+00 1.141041e+00
log_lik[1410] -1.886892e+00 -1.836879e+00 -1.787455e+00 -1.696433e+00
log_lik[1411] 1.117745e+00 1.137735e+00 1.157269e+00 1.196768e+00
log_lik[1412] -1.573175e-01 -1.045638e-01 -4.980653e-02 4.676618e-02
log_lik[1413] -1.136944e+00 -1.097328e+00 -1.057429e+00 -9.799409e-01
log_lik[1414] -5.131109e-02 6.182009e-02 1.738226e-01 3.814540e-01
log_lik[1415] -3.646952e+00 -3.563430e+00 -3.479891e+00 -3.329997e+00
log_lik[1416] -7.718454e-01 -7.212768e-01 -6.717113e-01 -5.767796e-01
log_lik[1417] -3.537254e-01 -3.124741e-01 -2.733713e-01 -1.967324e-01
log_lik[1418] 7.962494e-01 8.458992e-01 8.904098e-01 9.754324e-01
log_lik[1419] -2.496524e+00 -2.419503e+00 -2.337895e+00 -2.191734e+00
log_lik[1420] 1.081981e+00 1.110798e+00 1.135726e+00 1.178770e+00
log_lik[1421] -5.774039e-01 -5.319239e-01 -4.885979e-01 -4.060516e-01
log_lik[1422] 5.565066e-01 6.051415e-01 6.483718e-01 7.314549e-01
log_lik[1423] -8.641209e-01 -8.053274e-01 -7.477533e-01 -6.316152e-01
log_lik[1424] -6.778329e+00 -6.599686e+00 -6.433534e+00 -6.133354e+00
log_lik[1425] -4.079128e+00 -3.965030e+00 -3.850449e+00 -3.630518e+00
log_lik[1426] -3.677761e-01 -2.975414e-01 -2.274103e-01 -9.416656e-02
log_lik[1427] 6.440866e-01 8.024667e-01 9.360262e-01 1.103775e+00
log_lik[1428] -1.133953e+00 -9.965140e-01 -8.598756e-01 -5.837070e-01
log_lik[1429] 6.930824e-01 7.567567e-01 8.155204e-01 9.249976e-01
log_lik[1430] 6.616707e-01 7.112944e-01 7.594588e-01 8.443814e-01
log_lik[1431] -2.485302e-01 -1.446968e-01 -5.197065e-02 1.338437e-01
log_lik[1432] 5.296165e-01 6.492119e-01 7.555200e-01 9.414308e-01
log_lik[1433] -2.599427e+00 -2.504346e+00 -2.407505e+00 -2.228772e+00
log_lik[1434] 1.025183e+00 1.057402e+00 1.086475e+00 1.140126e+00
log_lik[1435] 2.197191e-01 2.938231e-01 3.679034e-01 5.081360e-01
log_lik[1436] 8.316391e-01 8.932711e-01 9.513493e-01 1.045569e+00
log_lik[1437] 1.037942e+00 1.068020e+00 1.096571e+00 1.147979e+00
log_lik[1438] -6.043467e-01 -5.004154e-01 -3.921350e-01 -1.894175e-01
log_lik[1439] -1.868767e-01 -1.136592e-01 -4.192946e-02 8.729096e-02
log_lik[1440] 4.200015e-01 4.775939e-01 5.337956e-01 6.377689e-01
log_lik[1441] 8.795303e-01 9.259073e-01 9.690924e-01 1.045285e+00
log_lik[1442] 1.057931e+00 1.094147e+00 1.124162e+00 1.172947e+00
log_lik[1443] 6.099329e-01 6.634018e-01 7.150303e-01 8.081069e-01
log_lik[1444] 1.436927e-01 2.346398e-01 3.242880e-01 4.914090e-01
log_lik[1445] -6.324027e-01 -5.498230e-01 -4.695494e-01 -3.105144e-01
log_lik[1446] 9.484754e-01 9.904959e-01 1.031655e+00 1.098171e+00
log_lik[1447] -1.851352e-01 -6.245589e-02 5.436388e-02 2.644736e-01
log_lik[1448] 5.640326e-01 6.063304e-01 6.484911e-01 7.277998e-01
log_lik[1449] -7.323239e-01 -6.876319e-01 -6.430842e-01 -5.586852e-01
log_lik[1450] -5.765827e+00 -5.625621e+00 -5.496623e+00 -5.253237e+00
log_lik[1451] 7.213592e-01 8.399312e-01 9.400988e-01 1.081249e+00
log_lik[1452] 9.977704e-01 1.039779e+00 1.076905e+00 1.136609e+00
log_lik[1453] 4.541571e-02 9.060512e-02 1.371123e-01 2.202740e-01
log_lik[1454] 3.364661e-01 4.021119e-01 4.686888e-01 5.870345e-01
log_lik[1455] -1.170503e+00 -1.078144e+00 -9.837320e-01 -7.956793e-01
log_lik[1456] 1.042865e+00 1.072560e+00 1.100596e+00 1.152187e+00
log_lik[1457] 3.140874e-01 4.041377e-01 4.846458e-01 6.348888e-01
log_lik[1458] 3.311501e-01 3.809717e-01 4.308149e-01 5.242556e-01
log_lik[1459] 6.874921e-01 7.553877e-01 8.240340e-01 9.409983e-01
log_lik[1460] -4.251719e+00 -4.159508e+00 -4.074018e+00 -3.912375e+00
y_hat 1.221692e+01 1.230367e+01 1.239287e+01 1.268029e+01
lp__ 1.324857e+03 1.326384e+03 1.327616e+03 1.329221e+03
n_eff Rhat
alpha 6212.238 0.9994499
beta[1] 4188.990 1.0009948
beta[2] 4168.308 1.0010130
beta[3] 3542.394 1.0003168
beta_mu[1] 5271.567 0.9999438
beta_mu[2] 5361.758 1.0001652
beta_mu[3] 4526.236 1.0003552
sigma 4081.870 0.9999980
nu 3946.531 1.0001177
mu[1] 5650.273 1.0006510
mu[2] 5391.561 1.0002942
mu[3] 4952.519 1.0005448
mu[4] 5070.609 1.0004920
mu[5] 4707.116 1.0014738
mu[6] 5206.557 1.0012696
mu[7] 4133.995 1.0011597
mu[8] 3817.917 1.0007507
mu[9] 5618.306 1.0007113
mu[10] 5185.537 1.0003593
mu[11] 5338.064 1.0003489
mu[12] 5030.500 1.0006359
mu[13] 5342.095 1.0000849
mu[14] 5611.511 1.0008240
mu[15] 4687.292 1.0015728
mu[16] 5036.976 0.9997607
mu[17] 4080.729 1.0010235
mu[18] 4772.417 1.0005428
mu[19] 5482.389 1.0005481
mu[20] 5058.776 1.0012278
mu[21] 5377.881 1.0007987
mu[22] 5520.180 0.9998964
mu[23] 5241.059 1.0005760
mu[24] 5406.131 1.0003852
mu[25] 5739.828 1.0005876
mu[26] 4927.113 1.0014242
mu[27] 4468.523 0.9998149
mu[28] 4121.682 1.0003428
mu[29] 5592.565 1.0000092
mu[30] 4897.623 1.0002957
mu[31] 4591.726 1.0012547
mu[32] 4819.823 1.0009639
mu[33] 5231.067 1.0008763
mu[34] 5635.467 1.0002026
mu[35] 4322.301 1.0009354
mu[36] 4957.211 1.0002061
mu[37] 4792.598 1.0005440
mu[38] 4594.388 1.0010105
mu[39] 5608.530 0.9998395
mu[40] 4291.838 0.9995554
mu[41] 5667.725 1.0000552
mu[42] 4877.302 1.0002610
mu[43] 5881.944 0.9997543
mu[44] 4712.853 1.0001660
mu[45] 5056.180 1.0003683
mu[46] 4792.590 1.0008467
mu[47] 4489.228 1.0009804
mu[48] 4507.648 0.9997096
mu[49] 4698.629 1.0004850
mu[50] 4170.624 0.9997068
mu[51] 4829.289 1.0004329
mu[52] 4583.401 1.0011527
mu[53] 5682.734 0.9999632
mu[54] 5335.311 0.9998835
mu[55] 4005.191 1.0005929
mu[56] 5511.831 0.9995684
mu[57] 4405.668 1.0009960
mu[58] 5764.788 1.0002660
mu[59] 5209.983 1.0002585
mu[60] 5455.541 1.0004960
mu[61] 3819.367 1.0003639
mu[62] 4696.242 1.0000623
mu[63] 4751.455 1.0003731
mu[64] 5236.851 1.0001585
mu[65] 4430.055 0.9998056
mu[66] 5368.162 1.0004042
mu[67] 5424.312 0.9996478
mu[68] 4955.646 0.9997132
mu[69] 4341.876 1.0004885
mu[70] 4935.274 1.0002068
mu[71] 4326.959 1.0007156
mu[72] 4742.877 1.0012447
mu[73] 5081.649 0.9998695
mu[74] 5722.085 0.9998125
mu[75] 4876.825 0.9998294
mu[76] 4861.353 1.0003906
mu[77] 5932.147 0.9994423
mu[78] 5404.811 0.9997847
mu[79] 5260.176 0.9999319
mu[80] 4583.942 1.0002913
mu[81] 5555.528 0.9996104
mu[82] 5891.466 0.9995127
mu[83] 5260.506 1.0000095
mu[84] 4119.031 0.9999768
mu[85] 5287.112 1.0004886
mu[86] 4787.456 1.0010397
mu[87] 4777.315 1.0012285
mu[88] 5109.557 0.9999332
mu[89] 4941.251 1.0003393
mu[90] 4764.520 1.0012062
mu[91] 5467.499 1.0005402
mu[92] 5697.782 1.0001477
mu[93] 5773.956 0.9999963
mu[94] 5142.572 0.9999825
mu[95] 4984.871 1.0006712
mu[96] 4889.300 1.0008549
mu[97] 5302.855 0.9996724
mu[98] 5042.432 1.0008663
mu[99] 4975.479 0.9994399
mu[100] 5774.627 0.9995016
mu[101] 4164.267 1.0006321
mu[102] 4472.525 1.0001952
mu[103] 5202.700 0.9994769
mu[104] 4495.471 1.0012446
mu[105] 4383.534 0.9998249
mu[106] 4679.688 1.0002197
mu[107] 5605.361 1.0000913
mu[108] 5070.863 1.0000620
mu[109] 4918.734 1.0002143
mu[110] 4789.286 1.0011358
mu[111] 5122.649 0.9999806
mu[112] 4344.694 1.0002189
mu[113] 4689.750 1.0009272
mu[114] 5858.236 0.9996234
mu[115] 4376.399 1.0003283
mu[116] 4426.434 1.0008614
mu[117] 4877.736 1.0010074
mu[118] 4942.300 0.9996867
mu[119] 5430.475 0.9998786
mu[120] 5922.824 0.9996974
mu[121] 5690.110 0.9999054
mu[122] 4910.375 1.0002765
mu[123] 5274.034 0.9999956
mu[124] 6259.067 0.9994081
mu[125] 4313.172 1.0008195
mu[126] 4985.423 1.0006892
mu[127] 4201.086 1.0001231
mu[128] 5376.037 1.0000826
mu[129] 4177.586 0.9999045
mu[130] 5114.549 0.9997946
mu[131] 6059.801 0.9996057
mu[132] 4595.293 1.0000803
mu[133] 4863.994 1.0008080
mu[134] 5786.986 0.9998888
mu[135] 6083.254 0.9996005
mu[136] 5285.739 1.0000955
mu[137] 4456.895 1.0007687
mu[138] 5010.042 1.0007425
mu[139] 6233.077 0.9995843
mu[140] 4888.572 1.0001759
mu[141] 3704.377 1.0001573
mu[142] 4989.077 1.0007888
mu[143] 5850.463 0.9994982
mu[144] 5965.645 0.9994884
mu[145] 4563.671 1.0003223
mu[146] 6158.847 0.9998302
mu[147] 4732.258 1.0003097
mu[148] 5671.033 1.0000092
mu[149] 4982.472 1.0004145
mu[150] 6013.979 0.9995639
mu[151] 4358.666 0.9998600
mu[152] 4504.782 1.0001804
mu[153] 4654.440 1.0003974
mu[154] 5026.171 0.9995597
mu[155] 5871.835 0.9998927
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log_lik[1201] 4833.043 1.0003635
log_lik[1202] 5218.759 0.9999798
log_lik[1203] 4651.725 0.9999077
log_lik[1204] 4786.740 0.9998416
log_lik[1205] 5169.060 0.9997498
log_lik[1206] 4784.627 1.0001487
log_lik[1207] 5732.688 0.9999026
log_lik[1208] 6646.012 0.9995934
log_lik[1209] 4780.521 1.0001110
log_lik[1210] 6550.874 0.9995321
log_lik[1211] 5550.759 0.9999994
log_lik[1212] 4717.156 1.0008650
log_lik[1213] 4975.703 0.9998350
log_lik[1214] 4694.235 0.9998854
log_lik[1215] 4110.352 1.0004045
log_lik[1216] 4992.740 1.0004226
log_lik[1217] 4657.442 0.9998788
log_lik[1218] 4844.513 0.9998375
log_lik[1219] 4788.024 1.0010335
log_lik[1220] 4198.703 0.9998117
log_lik[1221] 4578.771 1.0010020
log_lik[1222] 4487.105 0.9997841
log_lik[1223] 5936.634 0.9999177
log_lik[1224] 5151.266 0.9998160
log_lik[1225] 4794.009 1.0000320
log_lik[1226] 5002.044 0.9996859
log_lik[1227] 5375.728 0.9996526
log_lik[1228] 6244.179 0.9998202
log_lik[1229] 6212.539 0.9998789
log_lik[1230] 4493.716 0.9996866
log_lik[1231] 4674.055 1.0001538
log_lik[1232] 5217.212 1.0000730
log_lik[1233] 4486.955 1.0000077
log_lik[1234] 4444.417 0.9996631
log_lik[1235] 4579.282 0.9997802
log_lik[1236] 4707.076 1.0000797
log_lik[1237] 5739.582 0.9998751
log_lik[1238] 4391.306 1.0004471
log_lik[1239] 4441.215 1.0007718
log_lik[1240] 4273.499 0.9998504
log_lik[1241] 4562.824 1.0001075
log_lik[1242] 5555.759 0.9997707
log_lik[1243] 5110.888 1.0002044
log_lik[1244] 4722.471 0.9998413
log_lik[1245] 5215.504 0.9995954
log_lik[1246] 4431.719 1.0005031
log_lik[1247] 5203.722 0.9999327
log_lik[1248] 5351.537 1.0002173
log_lik[1249] 5260.416 1.0002723
log_lik[1250] 4996.066 1.0004145
log_lik[1251] 5719.975 1.0000402
log_lik[1252] 5130.643 1.0007365
log_lik[1253] 4919.148 0.9997583
log_lik[1254] 5070.611 1.0003501
log_lik[1255] 5138.570 0.9999517
log_lik[1256] 5187.919 1.0004085
log_lik[1257] 5249.191 0.9996528
log_lik[1258] 4995.568 0.9998373
log_lik[1259] 4621.981 0.9999085
log_lik[1260] 5139.913 1.0003633
log_lik[1261] 5530.274 1.0003054
log_lik[1262] 4513.067 0.9997002
log_lik[1263] 4646.681 1.0006531
log_lik[1264] 5098.146 1.0003076
log_lik[1265] 4857.509 0.9997792
log_lik[1266] 5224.567 1.0005126
log_lik[1267] 3986.933 0.9997522
log_lik[1268] 5512.193 1.0001674
log_lik[1269] 5493.676 0.9997463
log_lik[1270] 4939.858 1.0004383
log_lik[1271] 5103.868 1.0003623
log_lik[1272] 5411.352 1.0004091
log_lik[1273] 5306.104 1.0000297
log_lik[1274] 4678.065 1.0002821
log_lik[1275] 5342.258 1.0003159
log_lik[1276] 5267.523 0.9997441
log_lik[1277] 5068.763 0.9999297
log_lik[1278] 5649.279 1.0002107
log_lik[1279] 4970.157 1.0004955
log_lik[1280] 5241.479 1.0005218
log_lik[1281] 4350.444 0.9998526
log_lik[1282] 4036.810 1.0000481
log_lik[1283] 4682.022 0.9996640
log_lik[1284] 4729.848 1.0010230
log_lik[1285] 5236.682 0.9998767
log_lik[1286] 5020.632 0.9996483
log_lik[1287] 4942.354 1.0000146
log_lik[1288] 4018.124 1.0001406
log_lik[1289] 5490.918 1.0005543
log_lik[1290] 4894.722 0.9998629
log_lik[1291] 4632.282 1.0007286
log_lik[1292] 5418.394 1.0004608
log_lik[1293] 4466.609 1.0009258
log_lik[1294] 4733.494 1.0008518
log_lik[1295] 5671.807 0.9998970
log_lik[1296] 4629.610 0.9999293
log_lik[1297] 5585.986 1.0003696
log_lik[1298] 4761.319 1.0008654
log_lik[1299] 5538.992 0.9999854
log_lik[1300] 4663.133 1.0001493
log_lik[1301] 5631.275 1.0002649
log_lik[1302] 5132.753 1.0001389
log_lik[1303] 5989.623 0.9998417
log_lik[1304] 4856.602 1.0000720
log_lik[1305] 5769.966 1.0001881
log_lik[1306] 4566.753 1.0011363
log_lik[1307] 4530.801 0.9997272
log_lik[1308] 5078.233 1.0007009
log_lik[1309] 4732.383 1.0004747
log_lik[1310] 5233.867 1.0003777
log_lik[1311] 4640.974 0.9998119
log_lik[1312] 4917.608 0.9998238
log_lik[1313] 5263.484 1.0002900
log_lik[1314] 4117.841 1.0001545
log_lik[1315] 5891.316 0.9998957
log_lik[1316] 5314.219 1.0004098
log_lik[1317] 4837.633 1.0005240
log_lik[1318] 5695.392 1.0002529
log_lik[1319] 4906.803 0.9999534
log_lik[1320] 4620.891 1.0007227
log_lik[1321] 5131.709 0.9998581
log_lik[1322] 4732.466 0.9999936
log_lik[1323] 5867.833 0.9997925
log_lik[1324] 5044.199 0.9999786
log_lik[1325] 4715.196 0.9998376
log_lik[1326] 4967.606 0.9998917
log_lik[1327] 6252.405 0.9998217
log_lik[1328] 4420.555 1.0007503
log_lik[1329] 5704.571 0.9996613
log_lik[1330] 5464.571 1.0001828
log_lik[1331] 4447.457 0.9996642
log_lik[1332] 4760.163 1.0001954
log_lik[1333] 4616.415 0.9999261
log_lik[1334] 4602.259 0.9997791
log_lik[1335] 6864.404 0.9998656
log_lik[1336] 4148.310 1.0006020
log_lik[1337] 4499.569 1.0007671
log_lik[1338] 4590.115 0.9999555
log_lik[1339] 5022.485 1.0000792
log_lik[1340] 4870.464 0.9997836
log_lik[1341] 4693.941 0.9997719
log_lik[1342] 4455.525 1.0008378
log_lik[1343] 4159.247 0.9998914
log_lik[1344] 4897.926 1.0009033
log_lik[1345] 4863.357 0.9999150
log_lik[1346] 4833.654 0.9995655
log_lik[1347] 5413.902 0.9998087
log_lik[1348] 6079.322 0.9999030
log_lik[1349] 4825.288 1.0003365
log_lik[1350] 4735.813 0.9999609
log_lik[1351] 5143.856 0.9997509
log_lik[1352] 4633.172 0.9998995
log_lik[1353] 4975.739 0.9999573
log_lik[1354] 5551.136 0.9998996
log_lik[1355] 4445.642 0.9996722
log_lik[1356] 4662.711 0.9999013
log_lik[1357] 5259.144 1.0002432
log_lik[1358] 6045.185 0.9999450
log_lik[1359] 4836.055 0.9996526
log_lik[1360] 4693.450 1.0006713
log_lik[1361] 5347.590 0.9997291
log_lik[1362] 5396.288 1.0000690
log_lik[1363] 5577.641 1.0002225
log_lik[1364] 5295.090 1.0004515
log_lik[1365] 7070.644 0.9997380
log_lik[1366] 4692.602 0.9998442
log_lik[1367] 5284.163 1.0006736
log_lik[1368] 5407.261 1.0004139
log_lik[1369] 4942.521 1.0002167
log_lik[1370] 5223.140 1.0006826
log_lik[1371] 5137.982 0.9997741
log_lik[1372] 5284.949 1.0005479
log_lik[1373] 4500.778 0.9999454
log_lik[1374] 4779.086 1.0000753
log_lik[1375] 5587.614 1.0000688
log_lik[1376] 5593.101 0.9998861
log_lik[1377] 5427.499 1.0003109
log_lik[1378] 5382.434 1.0006013
log_lik[1379] 4742.857 0.9998224
log_lik[1380] 5372.142 1.0004038
log_lik[1381] 5036.125 1.0006695
log_lik[1382] 4919.945 1.0000680
log_lik[1383] 4510.620 0.9998451
log_lik[1384] 4810.792 0.9998350
log_lik[1385] 4725.048 1.0006271
log_lik[1386] 5628.045 0.9998304
log_lik[1387] 5563.376 1.0000931
log_lik[1388] 5052.740 0.9996560
log_lik[1389] 4538.803 0.9996658
log_lik[1390] 4801.565 0.9998373
log_lik[1391] 4684.480 1.0002171
log_lik[1392] 5059.617 0.9997791
log_lik[1393] 4670.629 0.9999186
log_lik[1394] 5055.840 1.0007656
log_lik[1395] 5238.991 0.9998123
log_lik[1396] 4374.585 0.9996146
log_lik[1397] 4685.557 1.0006517
log_lik[1398] 5040.415 0.9997333
log_lik[1399] 4939.099 1.0006585
log_lik[1400] 5004.394 1.0000775
log_lik[1401] 4625.829 1.0000991
log_lik[1402] 4512.469 1.0006424
log_lik[1403] 4679.888 0.9998265
log_lik[1404] 5456.562 1.0001743
log_lik[1405] 4711.689 0.9998084
log_lik[1406] 4594.098 1.0005159
log_lik[1407] 5801.687 1.0001837
log_lik[1408] 4679.202 0.9999032
log_lik[1409] 4957.283 1.0003333
log_lik[1410] 6332.233 1.0003385
log_lik[1411] 4473.595 0.9999774
log_lik[1412] 3998.356 0.9999944
log_lik[1413] 5977.671 0.9997233
log_lik[1414] 3851.400 1.0003653
log_lik[1415] 5349.456 1.0005367
log_lik[1416] 4795.130 1.0002626
log_lik[1417] 4804.486 0.9994728
log_lik[1418] 3960.901 0.9997925
log_lik[1419] 5162.254 1.0005455
log_lik[1420] 3983.320 0.9999110
log_lik[1421] 5313.100 0.9997522
log_lik[1422] 4324.155 1.0002528
log_lik[1423] 4746.025 1.0010792
log_lik[1424] 4933.244 1.0002740
log_lik[1425] 4562.707 1.0010899
log_lik[1426] 4668.181 1.0002866
log_lik[1427] 3653.399 1.0008115
log_lik[1428] 4108.138 1.0009357
log_lik[1429] 4488.662 1.0010135
log_lik[1430] 5354.979 1.0000722
log_lik[1431] 4631.383 1.0003598
log_lik[1432] 4649.366 1.0015884
log_lik[1433] 4639.323 1.0011258
log_lik[1434] 4906.930 1.0003318
log_lik[1435] 4378.987 0.9995155
log_lik[1436] 4794.304 1.0012684
log_lik[1437] 4782.382 1.0003505
log_lik[1438] 3945.539 0.9998215
log_lik[1439] 4917.623 1.0001401
log_lik[1440] 5557.232 1.0005188
log_lik[1441] 4400.047 0.9997109
log_lik[1442] 4272.007 1.0004289
log_lik[1443] 4726.443 1.0006604
log_lik[1444] 4313.186 1.0009083
log_lik[1445] 4361.008 1.0006250
log_lik[1446] 4826.126 1.0008252
log_lik[1447] 4276.747 1.0008269
log_lik[1448] 4346.730 0.9998871
log_lik[1449] 4830.449 0.9994490
log_lik[1450] 5216.156 1.0000398
log_lik[1451] 4507.375 1.0010984
log_lik[1452] 4625.873 1.0005656
log_lik[1453] 4887.797 1.0004827
log_lik[1454] 4503.091 1.0005913
log_lik[1455] 4367.126 1.0001946
log_lik[1456] 4838.427 0.9999533
log_lik[1457] 4134.486 1.0004532
log_lik[1458] 4766.717 1.0000366
log_lik[1459] 4082.990 1.0006454
log_lik[1460] 6053.747 0.9997874
y_hat 5721.169 0.9997831
lp__ 2970.127 0.9995457
$c_summary
, , chains = chain:1
stats
parameter mean sd 2.5% 25%
alpha 1.230545e+01 0.003865725 1.229829e+01 1.230286e+01
beta[1] 6.318560e-01 0.096984859 4.406372e-01 5.649270e-01
beta[2] 6.513408e-01 0.113169601 4.336749e-01 5.754001e-01
beta[3] 1.908268e+00 0.125383127 1.672746e+00 1.820689e+00
beta_mu[1] 1.311311e+00 16.522221777 -3.218455e+01 -9.185717e+00
beta_mu[2] 4.296382e-01 16.834773264 -3.162913e+01 -1.011431e+01
beta_mu[3] 1.851025e+00 17.610949501 -3.239302e+01 -1.031100e+01
sigma 1.162510e-01 0.003727547 1.090449e-01 1.138093e-01
nu 2.705102e+00 0.207679059 2.324512e+00 2.557457e+00
mu[1] 1.651829e+01 0.008038390 1.650276e+01 1.651300e+01
mu[2] 1.685650e+01 0.008734067 1.683970e+01 1.685080e+01
mu[3] 1.641304e+01 0.009855943 1.639408e+01 1.640645e+01
mu[4] 1.709898e+01 0.009028408 1.708203e+01 1.709299e+01
mu[5] 1.715419e+01 0.018446531 1.711810e+01 1.714208e+01
mu[6] 1.769540e+01 0.011192937 1.767406e+01 1.768778e+01
mu[7] 1.735304e+01 0.016205704 1.732361e+01 1.734158e+01
mu[8] 1.763674e+01 0.021958468 1.759689e+01 1.762166e+01
mu[9] 1.735299e+01 0.009079802 1.733523e+01 1.734693e+01
mu[10] 1.780514e+01 0.009748468 1.778635e+01 1.779868e+01
mu[11] 1.801520e+01 0.009792319 1.799656e+01 1.800842e+01
mu[12] 1.914847e+01 0.011843463 1.912606e+01 1.914034e+01
mu[13] 1.895709e+01 0.010711422 1.893601e+01 1.895000e+01
mu[14] 1.843098e+01 0.010565096 1.841030e+01 1.842406e+01
mu[15] 1.750748e+01 0.021786000 1.746403e+01 1.749300e+01
mu[16] 1.688506e+01 0.008400773 1.686821e+01 1.687928e+01
mu[17] 1.720122e+01 0.014512977 1.717429e+01 1.719130e+01
mu[18] 1.746821e+01 0.010318253 1.744888e+01 1.746120e+01
mu[19] 1.720034e+01 0.009075514 1.718261e+01 1.719443e+01
mu[20] 1.648369e+01 0.010297729 1.646442e+01 1.647700e+01
mu[21] 1.624328e+01 0.008277256 1.622701e+01 1.623783e+01
mu[22] 1.638819e+01 0.007533031 1.637346e+01 1.638313e+01
mu[23] 1.634551e+01 0.008651921 1.632892e+01 1.633984e+01
mu[24] 1.683946e+01 0.008311001 1.682391e+01 1.683382e+01
mu[25] 1.693201e+01 0.008382638 1.691577e+01 1.692651e+01
mu[26] 1.618984e+01 0.010881351 1.616860e+01 1.618272e+01
mu[27] 1.606014e+01 0.010286247 1.603990e+01 1.605349e+01
mu[28] 1.584704e+01 0.013251408 1.582028e+01 1.583817e+01
mu[29] 1.543833e+01 0.006658835 1.542585e+01 1.543395e+01
mu[30] 1.523803e+01 0.008514825 1.522161e+01 1.523241e+01
mu[31] 1.531821e+01 0.010435960 1.529813e+01 1.531093e+01
mu[32] 1.467664e+01 0.009212101 1.465837e+01 1.467052e+01
mu[33] 1.415307e+01 0.006352864 1.414084e+01 1.414896e+01
mu[34] 1.393615e+01 0.005230980 1.392629e+01 1.393267e+01
mu[35] 1.322734e+01 0.016857612 1.319369e+01 1.321547e+01
mu[36] 1.317176e+01 0.006045005 1.315951e+01 1.316787e+01
mu[37] 1.361195e+01 0.008200864 1.359585e+01 1.360648e+01
mu[38] 1.481011e+01 0.020961588 1.477085e+01 1.479602e+01
mu[39] 1.522442e+01 0.006402181 1.521236e+01 1.522012e+01
mu[40] 1.479097e+01 0.007263739 1.477645e+01 1.478630e+01
mu[41] 1.468727e+01 0.005810714 1.467647e+01 1.468338e+01
mu[42] 1.489568e+01 0.006993523 1.488232e+01 1.489112e+01
mu[43] 1.475425e+01 0.005677732 1.474325e+01 1.475041e+01
mu[44] 1.522723e+01 0.009322645 1.520959e+01 1.522092e+01
mu[45] 1.463186e+01 0.007089057 1.461791e+01 1.462713e+01
mu[46] 1.376847e+01 0.008263447 1.375176e+01 1.376286e+01
mu[47] 1.360739e+01 0.008814945 1.359043e+01 1.360129e+01
mu[48] 1.380724e+01 0.006718175 1.379411e+01 1.380290e+01
mu[49] 1.449967e+01 0.009638988 1.448125e+01 1.449336e+01
mu[50] 1.493847e+01 0.009337715 1.491979e+01 1.493222e+01
mu[51] 1.501323e+01 0.008949784 1.499551e+01 1.500715e+01
mu[52] 1.440380e+01 0.009518785 1.438537e+01 1.439717e+01
mu[53] 1.424283e+01 0.005382296 1.423261e+01 1.423914e+01
mu[54] 1.432352e+01 0.005687973 1.431209e+01 1.431966e+01
mu[55] 1.423861e+01 0.009649492 1.422089e+01 1.423188e+01
mu[56] 1.432674e+01 0.005456516 1.431578e+01 1.432301e+01
mu[57] 1.450438e+01 0.009021012 1.448732e+01 1.449816e+01
mu[58] 1.471739e+01 0.005767579 1.470644e+01 1.471346e+01
mu[59] 1.412157e+01 0.006129886 1.410953e+01 1.411757e+01
mu[60] 1.394866e+01 0.005529254 1.393816e+01 1.394483e+01
mu[61] 1.308095e+01 0.018627973 1.304250e+01 1.306847e+01
mu[62] 1.303986e+01 0.005376020 1.302947e+01 1.303620e+01
mu[63] 1.416542e+01 0.006117582 1.415396e+01 1.416122e+01
mu[64] 1.397952e+01 0.005409998 1.396923e+01 1.397573e+01
mu[65] 1.357682e+01 0.006329718 1.356429e+01 1.357263e+01
mu[66] 1.328386e+01 0.005138233 1.327432e+01 1.328038e+01
mu[67] 1.338872e+01 0.005037536 1.337883e+01 1.338538e+01
mu[68] 1.355904e+01 0.005684297 1.354787e+01 1.355526e+01
mu[69] 1.387598e+01 0.008486393 1.385915e+01 1.387042e+01
mu[70] 1.402811e+01 0.006575630 1.401485e+01 1.402370e+01
mu[71] 1.381939e+01 0.007612330 1.380505e+01 1.381405e+01
mu[72] 1.289574e+01 0.010000802 1.287607e+01 1.288897e+01
mu[73] 1.234758e+01 0.004590008 1.233905e+01 1.234438e+01
mu[74] 1.226350e+01 0.004177953 1.225580e+01 1.226050e+01
mu[75] 1.219205e+01 0.004746652 1.218292e+01 1.218891e+01
mu[76] 1.292905e+01 0.006575115 1.291582e+01 1.292471e+01
mu[77] 1.295657e+01 0.004302872 1.294816e+01 1.295364e+01
mu[78] 1.285659e+01 0.004533177 1.284765e+01 1.285350e+01
mu[79] 1.240235e+01 0.004959072 1.239266e+01 1.239926e+01
mu[80] 1.238518e+01 0.007012414 1.237105e+01 1.238068e+01
mu[81] 1.234157e+01 0.004446908 1.233271e+01 1.233873e+01
mu[82] 1.249765e+01 0.004147390 1.248942e+01 1.249491e+01
mu[83] 1.269170e+01 0.005062646 1.268154e+01 1.268843e+01
mu[84] 1.295127e+01 0.008035879 1.293506e+01 1.294593e+01
mu[85] 1.261374e+01 0.005093955 1.260401e+01 1.261035e+01
mu[86] 1.209824e+01 0.007975923 1.208285e+01 1.209301e+01
mu[87] 1.283795e+01 0.008827510 1.282060e+01 1.283214e+01
mu[88] 1.312175e+01 0.004906818 1.311209e+01 1.311842e+01
mu[89] 1.307782e+01 0.006234824 1.306533e+01 1.307373e+01
mu[90] 1.379846e+01 0.009764897 1.377946e+01 1.379181e+01
mu[91] 1.380759e+01 0.005441357 1.379739e+01 1.380393e+01
mu[92] 1.345708e+01 0.004790034 1.344829e+01 1.345372e+01
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mu[1260] 9.465121e+00 0.005266372 9.454873e+00 9.461576e+00
mu[1261] 9.215315e+00 0.007762284 9.199977e+00 9.210303e+00
mu[1262] 8.789529e+00 0.007077120 8.775542e+00 8.784818e+00
mu[1263] 9.054782e+00 0.007819664 9.039468e+00 9.049335e+00
mu[1264] 9.337885e+00 0.007535979 9.322893e+00 9.332617e+00
mu[1265] 9.037197e+00 0.005829478 9.025548e+00 9.033407e+00
mu[1266] 8.844889e+00 0.006333309 8.832059e+00 8.840507e+00
mu[1267] 8.947383e+00 0.011769455 8.924717e+00 8.938970e+00
mu[1268] 8.850873e+00 0.006352181 8.838294e+00 8.846642e+00
mu[1269] 8.865119e+00 0.005751649 8.853410e+00 8.861375e+00
mu[1270] 9.080037e+00 0.007348426 9.065403e+00 9.074897e+00
mu[1271] 9.132172e+00 0.005939066 9.119822e+00 9.128439e+00
mu[1272] 9.160283e+00 0.005970731 9.148454e+00 9.156270e+00
mu[1273] 9.255056e+00 0.005129408 9.244708e+00 9.251605e+00
mu[1274] 9.391272e+00 0.006547517 9.378280e+00 9.386765e+00
mu[1275] 9.339521e+00 0.005608045 9.328048e+00 9.335718e+00
mu[1276] 9.378434e+00 0.005319522 9.368186e+00 9.374801e+00
mu[1277] 9.268320e+00 0.005258973 9.258002e+00 9.264772e+00
mu[1278] 9.217446e+00 0.005610087 9.206371e+00 9.213626e+00
mu[1279] 9.101919e+00 0.007902063 9.085207e+00 9.096861e+00
mu[1280] 8.671666e+00 0.007926386 8.656053e+00 8.666602e+00
mu[1281] 8.532450e+00 0.008172565 8.515921e+00 8.527061e+00
mu[1282] 8.866065e+00 0.010169285 8.845762e+00 8.859534e+00
mu[1283] 8.587617e+00 0.007773554 8.572477e+00 8.582336e+00
mu[1284] 8.444263e+00 0.009146212 8.425990e+00 8.438205e+00
mu[1285] 8.584839e+00 0.006122315 8.572964e+00 8.580670e+00
mu[1286] 8.216678e+00 0.007154203 8.202427e+00 8.211911e+00
mu[1287] 8.014847e+00 0.007367308 8.000484e+00 8.009962e+00
mu[1288] 9.179379e+00 0.010463598 9.158666e+00 9.172725e+00
mu[1289] 8.957323e+00 0.007031327 8.942309e+00 8.952782e+00
mu[1290] 8.920468e+00 0.007075482 8.906490e+00 8.915566e+00
mu[1291] 8.991565e+00 0.006045406 8.979437e+00 8.987438e+00
mu[1292] 8.829864e+00 0.006395084 8.817283e+00 8.825347e+00
mu[1293] 8.508101e+00 0.007541310 8.492774e+00 8.503115e+00
mu[1294] 8.445967e+00 0.010337341 8.425641e+00 8.438949e+00
mu[1295] 8.338483e+00 0.006215506 8.326319e+00 8.334196e+00
mu[1296] 8.171374e+00 0.006804873 8.158039e+00 8.166688e+00
mu[1297] 8.102415e+00 0.006350821 8.089405e+00 8.098262e+00
mu[1298] 8.090285e+00 0.007414682 8.075225e+00 8.085431e+00
mu[1299] 7.787479e+00 0.007019451 7.772890e+00 7.782886e+00
mu[1300] 7.986709e+00 0.007922448 7.970968e+00 7.981094e+00
mu[1301] 7.700253e+00 0.006913985 7.686833e+00 7.695675e+00
mu[1302] 7.875421e+00 0.008283500 7.858812e+00 7.869776e+00
mu[1303] 7.902841e+00 0.006517698 7.889619e+00 7.898451e+00
mu[1304] 7.928404e+00 0.006717979 7.914858e+00 7.923890e+00
mu[1305] 7.931986e+00 0.006579176 7.918480e+00 7.927607e+00
mu[1306] 8.265877e+00 0.013403633 8.239335e+00 8.256943e+00
mu[1307] 8.073361e+00 0.010251958 8.053952e+00 8.066181e+00
mu[1308] 8.007018e+00 0.008245954 7.990521e+00 8.001200e+00
mu[1309] 8.035994e+00 0.007048971 8.022330e+00 8.031258e+00
mu[1310] 8.309616e+00 0.008656880 8.292882e+00 8.304236e+00
mu[1311] 7.815530e+00 0.013058542 7.788953e+00 7.807150e+00
mu[1312] 8.391637e+00 0.007060094 8.377785e+00 8.386745e+00
mu[1313] 8.281570e+00 0.006876555 8.267768e+00 8.277109e+00
mu[1314] 8.391525e+00 0.010371133 8.371081e+00 8.384918e+00
mu[1315] 8.308859e+00 0.006410511 8.295651e+00 8.304701e+00
mu[1316] 8.226880e+00 0.006854250 8.213607e+00 8.222107e+00
mu[1317] 8.425848e+00 0.011504923 8.403143e+00 8.418379e+00
mu[1318] 8.423843e+00 0.006407191 8.411110e+00 8.419576e+00
mu[1319] 9.485816e+00 0.005386534 9.475450e+00 9.482174e+00
mu[1320] 9.692346e+00 0.006575137 9.678083e+00 9.688148e+00
mu[1321] 9.539619e+00 0.005303738 9.529430e+00 9.536005e+00
mu[1322] 9.633304e+00 0.005251674 9.622866e+00 9.629985e+00
mu[1323] 9.526316e+00 0.004946857 9.516667e+00 9.522941e+00
mu[1324] 9.592296e+00 0.005356785 9.582020e+00 9.588666e+00
mu[1325] 1.005494e+01 0.004857070 1.004541e+01 1.005176e+01
mu[1326] 9.752852e+00 0.005462747 9.742239e+00 9.749047e+00
mu[1327] 9.647171e+00 0.004918173 9.637157e+00 9.644066e+00
mu[1328] 9.622415e+00 0.007290649 9.607120e+00 9.617711e+00
mu[1329] 9.502691e+00 0.005166694 9.492371e+00 9.499243e+00
mu[1330] 9.699798e+00 0.005828962 9.687469e+00 9.696090e+00
mu[1331] 1.002807e+01 0.006584012 1.001496e+01 1.002364e+01
mu[1332] 9.816988e+00 0.006734630 9.803522e+00 9.812344e+00
mu[1333] 9.652970e+00 0.006111157 9.640810e+00 9.648870e+00
mu[1334] 9.595535e+00 0.006945155 9.582005e+00 9.590955e+00
mu[1335] 9.446995e+00 0.005473193 9.435512e+00 9.443546e+00
mu[1336] 9.843510e+00 0.009097428 9.825799e+00 9.837383e+00
mu[1337] 9.916561e+00 0.006371481 9.904156e+00 9.912191e+00
mu[1338] 9.632172e+00 0.006462242 9.619005e+00 9.627759e+00
mu[1339] 9.624380e+00 0.006665266 9.611298e+00 9.619962e+00
mu[1340] 9.690261e+00 0.006544555 9.676584e+00 9.686079e+00
mu[1341] 9.733099e+00 0.005708731 9.721893e+00 9.729342e+00
mu[1342] 9.910500e+00 0.014589004 9.881309e+00 9.900684e+00
mu[1343] 9.890523e+00 0.007949418 9.874166e+00 9.885265e+00
mu[1344] 9.937036e+00 0.007818642 9.921402e+00 9.931855e+00
mu[1345] 9.759566e+00 0.004806111 9.750091e+00 9.756442e+00
mu[1346] 9.794601e+00 0.005930162 9.783136e+00 9.790621e+00
mu[1347] 9.664926e+00 0.005262412 9.654781e+00 9.661418e+00
mu[1348] 9.614034e+00 0.005191850 9.603318e+00 9.610733e+00
mu[1349] 9.507410e+00 0.006535801 9.494536e+00 9.502917e+00
mu[1350] 9.691566e+00 0.004805613 9.682265e+00 9.688344e+00
mu[1351] 9.758283e+00 0.004758250 9.748640e+00 9.755200e+00
mu[1352] 9.711489e+00 0.005177596 9.701233e+00 9.707993e+00
mu[1353] 9.973692e+00 0.006417807 9.961070e+00 9.969298e+00
mu[1354] 9.864780e+00 0.005077247 9.854756e+00 9.861407e+00
mu[1355] 9.724915e+00 0.008161830 9.708260e+00 9.719412e+00
mu[1356] 9.753944e+00 0.005062302 9.744068e+00 9.750524e+00
mu[1357] 9.902447e+00 0.005626358 9.891184e+00 9.898604e+00
mu[1358] 9.824764e+00 0.004916051 9.814533e+00 9.821704e+00
mu[1359] 9.373154e+00 0.006546000 9.360194e+00 9.368727e+00
mu[1360] 9.229579e+00 0.005830270 9.218237e+00 9.225595e+00
mu[1361] 8.769197e+00 0.005586296 8.757772e+00 8.765459e+00
mu[1362] 8.681810e+00 0.006828400 8.668189e+00 8.677567e+00
mu[1363] 8.727335e+00 0.006732071 8.713716e+00 8.723005e+00
mu[1364] 8.495485e+00 0.007958244 8.478624e+00 8.490314e+00
mu[1365] 8.540899e+00 0.006037495 8.529000e+00 8.536767e+00
mu[1366] 8.061750e+00 0.006582386 8.048451e+00 8.057294e+00
mu[1367] 8.170596e+00 0.007769547 8.155037e+00 8.165347e+00
mu[1368] 7.889045e+00 0.006756284 7.875469e+00 7.884487e+00
mu[1369] 7.925886e+00 0.006689260 7.912983e+00 7.921436e+00
mu[1370] 7.722323e+00 0.008754887 7.704009e+00 7.716816e+00
mu[1371] 7.542351e+00 0.007526924 7.527538e+00 7.537551e+00
mu[1372] 8.020850e+00 0.007818838 8.004937e+00 8.015767e+00
mu[1373] 8.297185e+00 0.007445044 8.282450e+00 8.292035e+00
mu[1374] 7.994955e+00 0.007335429 7.980302e+00 7.990112e+00
mu[1375] 7.882048e+00 0.006578029 7.868938e+00 7.877693e+00
mu[1376] 7.771405e+00 0.007228830 7.757019e+00 7.766539e+00
mu[1377] 7.670699e+00 0.006802727 7.656920e+00 7.666283e+00
mu[1378] 7.759952e+00 0.007289390 7.745214e+00 7.755155e+00
mu[1379] 7.809099e+00 0.007011705 7.795304e+00 7.804351e+00
mu[1380] 7.479314e+00 0.008848521 7.460815e+00 7.473706e+00
mu[1381] 7.836362e+00 0.008110475 7.820174e+00 7.830906e+00
mu[1382] 8.132693e+00 0.006526679 8.119726e+00 8.128315e+00
mu[1383] 8.015465e+00 0.008636159 7.998355e+00 8.009587e+00
mu[1384] 8.463734e+00 0.006548025 8.450999e+00 8.459393e+00
mu[1385] 8.630336e+00 0.007872382 8.614648e+00 8.624955e+00
mu[1386] 8.433528e+00 0.006111109 8.420875e+00 8.429536e+00
mu[1387] 8.491383e+00 0.006454164 8.478879e+00 8.487019e+00
mu[1388] 8.417481e+00 0.006425526 8.404740e+00 8.413163e+00
mu[1389] 8.294655e+00 0.008404545 8.277982e+00 8.289049e+00
mu[1390] 8.374174e+00 0.006635310 8.361269e+00 8.369603e+00
mu[1391] 8.348873e+00 0.006630547 8.335702e+00 8.344481e+00
mu[1392] 8.251418e+00 0.006337760 8.239033e+00 8.247207e+00
mu[1393] 8.241229e+00 0.008637678 8.224456e+00 8.235298e+00
mu[1394] 8.123220e+00 0.007184730 8.108677e+00 8.118648e+00
mu[1395] 7.851302e+00 0.006940639 7.837925e+00 7.846666e+00
mu[1396] 8.242236e+00 0.008604571 8.225495e+00 8.236327e+00
mu[1397] 8.114364e+00 0.006944699 8.101035e+00 8.109682e+00
mu[1398] 8.780976e+00 0.006063110 8.768903e+00 8.776958e+00
mu[1399] 9.803335e+00 0.011412077 9.780994e+00 9.795566e+00
mu[1400] 9.356069e+00 0.007089573 9.342230e+00 9.351427e+00
mu[1401] 9.564007e+00 0.006834916 9.550279e+00 9.559384e+00
mu[1402] 9.825765e+00 0.007863013 9.810296e+00 9.820499e+00
mu[1403] 1.000041e+01 0.004898801 9.990811e+00 9.997169e+00
mu[1404] 9.883613e+00 0.006062534 9.871819e+00 9.879815e+00
mu[1405] 9.765267e+00 0.006871618 9.751260e+00 9.760607e+00
mu[1406] 9.789139e+00 0.006984952 9.775585e+00 9.784389e+00
mu[1407] 9.657269e+00 0.005818235 9.645623e+00 9.653539e+00
mu[1408] 9.756103e+00 0.007843677 9.740514e+00 9.750972e+00
mu[1409] 1.001996e+01 0.007053426 1.000604e+01 1.001515e+01
mu[1410] 9.963811e+00 0.006720803 9.950638e+00 9.959297e+00
mu[1411] 1.021845e+01 0.009431563 1.019987e+01 1.021209e+01
mu[1412] 1.011310e+01 0.007230768 1.009898e+01 1.010817e+01
mu[1413] 1.021194e+01 0.004581028 1.020264e+01 1.020899e+01
mu[1414] 1.090258e+01 0.017897621 1.086761e+01 1.088996e+01
mu[1415] 1.359386e+01 0.013767214 1.356918e+01 1.358441e+01
mu[1416] 1.328576e+01 0.006532067 1.327248e+01 1.328137e+01
mu[1417] 1.364940e+01 0.004849623 1.363979e+01 1.364610e+01
mu[1418] 1.376360e+01 0.010365099 1.374324e+01 1.375676e+01
mu[1419] 1.399665e+01 0.014203492 1.396852e+01 1.398721e+01
mu[1420] 1.473645e+01 0.012059019 1.471247e+01 1.472848e+01
mu[1421] 1.462740e+01 0.005617858 1.461699e+01 1.462353e+01
mu[1422] 1.450903e+01 0.008224988 1.449350e+01 1.450353e+01
mu[1423] 1.506175e+01 0.008203106 1.504578e+01 1.505626e+01
mu[1424] 1.849238e+01 0.027538196 1.843930e+01 1.847316e+01
mu[1425] 1.794804e+01 0.026354054 1.789712e+01 1.793001e+01
mu[1426] 1.727525e+01 0.010488816 1.725533e+01 1.726803e+01
mu[1427] 1.796190e+01 0.030153079 1.790483e+01 1.794136e+01
mu[1428] 1.803439e+01 0.022972227 1.799166e+01 1.801825e+01
mu[1429] 1.762812e+01 0.012383657 1.760510e+01 1.761977e+01
mu[1430] 1.779294e+01 0.009191977 1.777531e+01 1.778664e+01
mu[1431] 1.854742e+01 0.014696427 1.851867e+01 1.853752e+01
mu[1432] 1.851325e+01 0.021082517 1.847146e+01 1.849964e+01
mu[1433] 1.889780e+01 0.019179462 1.886258e+01 1.888414e+01
mu[1434] 1.840049e+01 0.010065196 1.838103e+01 1.839352e+01
mu[1435] 1.843521e+01 0.011909178 1.841174e+01 1.842727e+01
mu[1436] 1.823216e+01 0.013931025 1.820615e+01 1.822278e+01
mu[1437] 1.826677e+01 0.010174042 1.824701e+01 1.826015e+01
mu[1438] 1.783096e+01 0.016567326 1.779732e+01 1.782006e+01
mu[1439] 1.817661e+01 0.010537796 1.815666e+01 1.816935e+01
mu[1440] 1.776340e+01 0.009407006 1.774518e+01 1.775728e+01
mu[1441] 1.765997e+01 0.011076097 1.763813e+01 1.765286e+01
mu[1442] 1.698190e+01 0.014509372 1.695240e+01 1.697216e+01
mu[1443] 1.685999e+01 0.009716334 1.684176e+01 1.685359e+01
mu[1444] 1.698314e+01 0.014619501 1.695661e+01 1.697295e+01
mu[1445] 1.686961e+01 0.012811801 1.684568e+01 1.686075e+01
mu[1446] 1.585741e+01 0.011297082 1.583531e+01 1.584987e+01
mu[1447] 1.456295e+01 0.017585071 1.452753e+01 1.455090e+01
mu[1448] 1.443286e+01 0.007390807 1.441817e+01 1.442796e+01
mu[1449] 1.433662e+01 0.005587337 1.432556e+01 1.433284e+01
mu[1450] 1.347721e+01 0.012397133 1.345300e+01 1.346882e+01
mu[1451] 1.496752e+01 0.023228544 1.492319e+01 1.495188e+01
mu[1452] 1.471293e+01 0.013019182 1.468789e+01 1.470435e+01
mu[1453] 1.550722e+01 0.006520253 1.549455e+01 1.550291e+01
mu[1454] 1.542995e+01 0.010475180 1.540860e+01 1.542284e+01
mu[1455] 1.553219e+01 0.015437903 1.550148e+01 1.552173e+01
mu[1456] 1.594448e+01 0.010121823 1.592485e+01 1.593755e+01
mu[1457] 1.625073e+01 0.013835411 1.622459e+01 1.624125e+01
mu[1458] 1.580303e+01 0.008061264 1.578663e+01 1.579752e+01
mu[1459] 1.609539e+01 0.013524510 1.607040e+01 1.608609e+01
mu[1460] 1.628652e+01 0.007604107 1.627225e+01 1.628158e+01
y_rep[1] 1.652288e+01 0.303142815 1.614451e+01 1.642757e+01
y_rep[2] 1.685950e+01 0.201724986 1.647661e+01 1.676288e+01
y_rep[3] 1.642143e+01 0.247970851 1.603990e+01 1.632985e+01
y_rep[4] 1.710184e+01 0.222640512 1.671643e+01 1.700333e+01
y_rep[5] 1.714993e+01 0.245455744 1.675744e+01 1.706448e+01
y_rep[6] 1.770038e+01 0.214097433 1.734122e+01 1.762117e+01
y_rep[7] 1.734581e+01 0.212492418 1.693041e+01 1.725274e+01
y_rep[8] 1.764021e+01 0.202255571 1.728350e+01 1.754564e+01
y_rep[9] 1.734926e+01 0.207294164 1.691529e+01 1.725952e+01
y_rep[10] 1.780327e+01 0.201788512 1.742522e+01 1.771018e+01
y_rep[11] 1.801963e+01 0.216170328 1.764846e+01 1.793005e+01
y_rep[12] 1.913613e+01 0.231236993 1.867995e+01 1.904711e+01
y_rep[13] 1.895851e+01 0.200972279 1.856773e+01 1.886703e+01
y_rep[14] 1.843077e+01 0.195425686 1.804443e+01 1.834350e+01
y_rep[15] 1.750611e+01 0.203204154 1.709691e+01 1.740987e+01
y_rep[16] 1.688216e+01 0.207260702 1.646729e+01 1.680314e+01
y_rep[17] 1.720611e+01 0.209028075 1.683249e+01 1.711457e+01
y_rep[18] 1.747020e+01 0.223454418 1.710824e+01 1.737785e+01
y_rep[19] 1.720050e+01 0.208562911 1.681973e+01 1.711412e+01
y_rep[20] 1.648609e+01 0.197812710 1.613345e+01 1.639443e+01
y_rep[21] 1.623584e+01 0.191847884 1.581464e+01 1.614752e+01
y_rep[22] 1.638608e+01 0.233112397 1.593505e+01 1.629504e+01
y_rep[23] 1.634044e+01 0.260943079 1.595031e+01 1.625369e+01
y_rep[24] 1.683152e+01 0.248765914 1.640940e+01 1.674662e+01
y_rep[25] 1.693270e+01 0.229740769 1.649374e+01 1.684631e+01
y_rep[26] 1.618847e+01 0.214666412 1.574681e+01 1.610011e+01
y_rep[27] 1.606926e+01 0.213129397 1.569655e+01 1.597857e+01
y_rep[28] 1.584386e+01 0.195351841 1.544368e+01 1.575048e+01
y_rep[29] 1.543574e+01 0.195455440 1.502912e+01 1.534881e+01
y_rep[30] 1.523754e+01 0.342710754 1.485652e+01 1.515228e+01
y_rep[31] 1.530374e+01 0.207985722 1.493593e+01 1.522145e+01
y_rep[32] 1.468015e+01 0.236549790 1.425097e+01 1.458536e+01
y_rep[33] 1.415488e+01 0.209663935 1.379644e+01 1.405673e+01
y_rep[34] 1.393874e+01 0.198269881 1.356291e+01 1.384944e+01
y_rep[35] 1.323133e+01 0.267843665 1.282756e+01 1.313070e+01
y_rep[36] 1.316601e+01 0.214407478 1.275163e+01 1.308741e+01
y_rep[37] 1.361565e+01 0.189290818 1.318611e+01 1.353860e+01
y_rep[38] 1.480456e+01 0.225687210 1.441320e+01 1.472223e+01
y_rep[39] 1.522263e+01 0.200286518 1.484625e+01 1.513668e+01
y_rep[40] 1.478622e+01 0.213551694 1.435681e+01 1.470044e+01
y_rep[41] 1.468527e+01 0.248462787 1.432645e+01 1.459462e+01
y_rep[42] 1.489940e+01 0.199430400 1.451529e+01 1.480859e+01
y_rep[43] 1.475272e+01 0.267464594 1.435331e+01 1.466069e+01
y_rep[44] 1.522044e+01 0.201597936 1.481670e+01 1.512977e+01
y_rep[45] 1.462651e+01 0.189253682 1.422335e+01 1.453873e+01
y_rep[46] 1.376831e+01 0.220829234 1.337413e+01 1.368347e+01
y_rep[47] 1.359907e+01 0.212651714 1.321113e+01 1.351511e+01
y_rep[48] 1.380630e+01 0.255382783 1.341177e+01 1.371103e+01
y_rep[49] 1.449769e+01 0.194885409 1.407799e+01 1.441264e+01
y_rep[50] 1.494286e+01 0.193476495 1.455961e+01 1.485657e+01
y_rep[51] 1.500682e+01 0.187390531 1.462372e+01 1.491978e+01
y_rep[52] 1.439713e+01 0.197407962 1.397320e+01 1.430982e+01
y_rep[53] 1.424214e+01 0.248563385 1.383015e+01 1.415122e+01
y_rep[54] 1.432967e+01 0.206420529 1.394706e+01 1.423780e+01
y_rep[55] 1.422976e+01 0.206862505 1.383883e+01 1.414485e+01
y_rep[56] 1.433187e+01 0.200554088 1.395381e+01 1.424250e+01
y_rep[57] 1.450010e+01 0.214260197 1.407373e+01 1.441054e+01
y_rep[58] 1.472456e+01 0.233565851 1.439024e+01 1.462885e+01
y_rep[59] 1.411925e+01 0.210171976 1.374731e+01 1.402532e+01
y_rep[60] 1.395547e+01 0.235226417 1.354401e+01 1.385901e+01
y_rep[61] 1.307333e+01 0.184665078 1.268100e+01 1.298332e+01
y_rep[62] 1.304330e+01 0.189330983 1.268330e+01 1.294934e+01
y_rep[63] 1.417258e+01 0.190034089 1.378946e+01 1.408446e+01
y_rep[64] 1.397767e+01 0.222230217 1.362773e+01 1.388617e+01
y_rep[65] 1.358352e+01 0.288752701 1.315565e+01 1.349549e+01
y_rep[66] 1.329242e+01 0.213094543 1.290222e+01 1.319493e+01
y_rep[67] 1.339130e+01 0.189939841 1.299768e+01 1.329817e+01
y_rep[68] 1.354942e+01 0.219458088 1.317514e+01 1.346868e+01
y_rep[69] 1.388237e+01 0.290358886 1.347176e+01 1.378484e+01
y_rep[70] 1.402196e+01 0.207425654 1.363568e+01 1.393322e+01
y_rep[71] 1.381509e+01 0.191706010 1.341170e+01 1.373474e+01
y_rep[72] 1.289742e+01 0.224137892 1.249416e+01 1.280395e+01
y_rep[73] 1.234844e+01 0.221482235 1.200312e+01 1.225541e+01
y_rep[74] 1.226433e+01 0.224957282 1.187595e+01 1.217775e+01
y_rep[75] 1.219827e+01 0.202539498 1.181572e+01 1.210591e+01
y_rep[76] 1.293181e+01 0.240652371 1.254200e+01 1.284509e+01
y_rep[77] 1.295049e+01 0.241900087 1.252621e+01 1.285647e+01
y_rep[78] 1.284378e+01 0.221216374 1.238453e+01 1.276034e+01
y_rep[79] 1.240419e+01 0.328140077 1.201667e+01 1.230163e+01
y_rep[80] 1.239824e+01 0.258009895 1.203104e+01 1.229670e+01
y_rep[81] 1.234121e+01 0.222668423 1.191883e+01 1.225382e+01
y_rep[82] 1.250202e+01 0.267037903 1.213398e+01 1.240088e+01
y_rep[83] 1.269568e+01 0.197614744 1.232771e+01 1.260672e+01
y_rep[84] 1.295030e+01 0.200894923 1.255227e+01 1.286186e+01
y_rep[85] 1.261508e+01 0.190061376 1.223288e+01 1.253314e+01
y_rep[86] 1.210628e+01 0.193429510 1.174068e+01 1.202340e+01
y_rep[87] 1.284374e+01 0.209747235 1.243981e+01 1.276063e+01
y_rep[88] 1.312363e+01 0.198028632 1.276232e+01 1.303343e+01
y_rep[89] 1.307543e+01 0.193445140 1.269326e+01 1.297951e+01
y_rep[90] 1.379331e+01 0.202159442 1.339307e+01 1.369962e+01
y_rep[91] 1.379850e+01 0.226929043 1.340952e+01 1.371684e+01
y_rep[92] 1.345122e+01 0.232770098 1.306513e+01 1.336003e+01
y_rep[93] 1.313891e+01 0.240080730 1.274178e+01 1.304788e+01
y_rep[94] 1.338773e+01 0.224001889 1.298752e+01 1.329110e+01
y_rep[95] 1.338484e+01 0.212107524 1.294568e+01 1.330223e+01
y_rep[96] 1.359929e+01 0.205595077 1.324193e+01 1.350247e+01
y_rep[97] 1.374699e+01 0.343278991 1.332464e+01 1.365108e+01
y_rep[98] 1.349171e+01 0.217931495 1.308630e+01 1.340525e+01
y_rep[99] 1.302972e+01 0.224035810 1.259900e+01 1.293636e+01
y_rep[100] 1.279578e+01 0.212582012 1.240048e+01 1.270317e+01
y_rep[101] 1.278171e+01 0.263533211 1.242234e+01 1.268722e+01
y_rep[102] 1.318928e+01 0.216370918 1.279921e+01 1.308730e+01
y_rep[103] 1.415317e+01 0.216575634 1.371427e+01 1.406103e+01
y_rep[104] 1.368795e+01 0.233145231 1.326887e+01 1.359692e+01
y_rep[105] 1.347192e+01 0.281490634 1.306540e+01 1.338130e+01
y_rep[106] 1.336988e+01 0.287091000 1.296933e+01 1.328208e+01
y_rep[107] 1.289256e+01 0.226939411 1.249509e+01 1.279935e+01
y_rep[108] 1.295684e+01 0.275757023 1.252376e+01 1.286080e+01
y_rep[109] 1.348306e+01 0.233930162 1.310427e+01 1.339710e+01
y_rep[110] 1.341839e+01 0.220394808 1.304060e+01 1.332332e+01
y_rep[111] 1.285988e+01 0.228270814 1.248026e+01 1.276679e+01
y_rep[112] 1.280524e+01 0.223706781 1.238489e+01 1.270992e+01
y_rep[113] 1.187077e+01 0.231163230 1.144931e+01 1.178201e+01
y_rep[114] 1.138153e+01 0.230271190 1.095395e+01 1.129447e+01
y_rep[115] 1.156706e+01 0.211542633 1.118103e+01 1.147812e+01
y_rep[116] 1.210412e+01 0.183980843 1.171457e+01 1.201481e+01
y_rep[117] 1.209698e+01 0.245525666 1.168469e+01 1.200613e+01
y_rep[118] 1.167720e+01 0.201956266 1.125740e+01 1.158780e+01
y_rep[119] 1.154541e+01 0.223155028 1.112835e+01 1.145286e+01
y_rep[120] 1.119423e+01 0.262616349 1.079790e+01 1.110277e+01
y_rep[121] 1.116800e+01 0.226433233 1.075985e+01 1.107182e+01
y_rep[122] 1.162795e+01 0.216615521 1.125843e+01 1.153352e+01
y_rep[123] 1.199151e+01 0.210363331 1.164078e+01 1.189989e+01
y_rep[124] 1.207972e+01 0.198238232 1.166230e+01 1.199260e+01
y_rep[125] 1.197405e+01 0.208890531 1.156916e+01 1.188417e+01
y_rep[126] 1.147095e+01 0.207224083 1.108236e+01 1.138201e+01
y_rep[127] 1.110341e+01 0.193279087 1.072333e+01 1.100898e+01
y_rep[128] 1.123505e+01 0.219902114 1.084831e+01 1.113954e+01
y_rep[129] 1.129911e+01 0.206320686 1.089734e+01 1.120837e+01
y_rep[130] 1.147999e+01 0.284884589 1.104048e+01 1.139501e+01
y_rep[131] 1.144818e+01 0.192665447 1.106929e+01 1.135545e+01
y_rep[132] 1.086240e+01 0.211203172 1.049819e+01 1.076378e+01
y_rep[133] 1.056782e+01 0.190374350 1.021152e+01 1.047822e+01
y_rep[134] 1.069603e+01 0.195836127 1.033202e+01 1.060354e+01
y_rep[135] 1.090419e+01 0.223404396 1.049770e+01 1.081563e+01
y_rep[136] 1.078536e+01 0.214057824 1.037762e+01 1.069878e+01
y_rep[137] 1.153875e+01 0.214204874 1.113030e+01 1.145354e+01
y_rep[138] 1.150909e+01 0.236739602 1.108425e+01 1.142193e+01
y_rep[139] 1.107177e+01 0.262664720 1.064641e+01 1.097653e+01
y_rep[140] 1.082442e+01 0.196043336 1.047137e+01 1.072634e+01
y_rep[141] 1.165127e+01 0.202853319 1.126027e+01 1.155908e+01
y_rep[142] 1.123664e+01 0.194028774 1.084391e+01 1.114643e+01
y_rep[143] 1.136036e+01 0.198516831 1.096466e+01 1.127369e+01
y_rep[144] 1.129597e+01 0.191960842 1.092285e+01 1.120326e+01
y_rep[145] 1.054935e+01 0.229674427 1.017595e+01 1.044826e+01
y_rep[146] 1.024368e+01 0.220692658 9.830004e+00 1.015073e+01
y_rep[147] 1.027620e+01 0.185500608 9.887154e+00 1.018015e+01
y_rep[148] 1.064010e+01 0.187749680 1.025001e+01 1.055190e+01
y_rep[149] 1.058697e+01 0.241326299 1.018300e+01 1.049103e+01
y_rep[150] 1.085678e+01 0.231856138 1.048195e+01 1.075068e+01
y_rep[151] 1.070353e+01 0.212012686 1.029578e+01 1.061308e+01
y_rep[152] 1.066262e+01 0.210755215 1.026048e+01 1.057121e+01
y_rep[153] 1.019391e+01 0.230245218 9.774127e+00 1.010109e+01
y_rep[154] 1.003086e+01 0.207212817 9.648739e+00 9.941604e+00
y_rep[155] 1.018909e+01 0.212743147 9.816326e+00 1.010461e+01
y_rep[156] 1.091155e+01 0.429810814 1.053330e+01 1.080875e+01
y_rep[157] 1.119853e+01 0.211356391 1.083253e+01 1.110292e+01
y_rep[158] 1.132707e+01 0.210015679 1.096312e+01 1.122964e+01
y_rep[159] 1.119334e+01 0.212662798 1.082650e+01 1.109126e+01
y_rep[160] 1.046094e+01 0.223501270 1.008078e+01 1.037349e+01
y_rep[161] 1.026424e+01 0.218538157 9.848260e+00 1.018049e+01
y_rep[162] 1.076848e+01 0.232369123 1.035477e+01 1.068087e+01
y_rep[163] 1.089016e+01 0.221907907 1.046254e+01 1.081024e+01
y_rep[164] 1.082671e+01 0.267739234 1.037078e+01 1.074742e+01
y_rep[165] 1.080394e+01 0.219575169 1.035223e+01 1.071207e+01
y_rep[166] 1.092418e+01 0.221273072 1.051376e+01 1.083485e+01
y_rep[167] 1.072034e+01 0.272454948 1.033047e+01 1.063031e+01
y_rep[168] 1.062249e+01 0.204825822 1.023106e+01 1.053468e+01
y_rep[169] 1.329590e+01 0.218765334 1.290513e+01 1.320135e+01
y_rep[170] 1.748117e+01 0.257889294 1.707671e+01 1.736986e+01
y_rep[171] 1.648715e+01 0.279469821 1.605482e+01 1.640500e+01
y_rep[172] 1.665865e+01 0.200855123 1.626517e+01 1.656579e+01
y_rep[173] 1.693446e+01 0.204446665 1.652082e+01 1.684410e+01
y_rep[174] 1.697889e+01 0.251613056 1.653635e+01 1.689322e+01
y_rep[175] 1.758758e+01 0.217300492 1.720875e+01 1.749446e+01
y_rep[176] 1.787079e+01 0.205903005 1.749865e+01 1.777522e+01
y_rep[177] 1.722852e+01 0.228211410 1.681343e+01 1.713269e+01
y_rep[178] 1.739670e+01 0.205819831 1.700559e+01 1.730212e+01
y_rep[179] 1.761581e+01 0.207069899 1.723522e+01 1.752156e+01
y_rep[180] 1.737725e+01 0.214380419 1.698253e+01 1.728091e+01
y_rep[181] 1.720928e+01 0.212211218 1.688584e+01 1.711503e+01
y_rep[182] 1.725154e+01 0.198407380 1.686890e+01 1.716124e+01
y_rep[183] 1.687911e+01 0.268500262 1.646568e+01 1.678644e+01
y_rep[184] 1.732388e+01 0.214916934 1.693969e+01 1.723164e+01
y_rep[185] 1.752401e+01 0.252727357 1.714664e+01 1.743592e+01
y_rep[186] 1.709592e+01 0.219091434 1.667070e+01 1.700067e+01
y_rep[187] 1.712549e+01 0.212515312 1.668226e+01 1.703990e+01
y_rep[188] 1.710573e+01 0.195878166 1.673850e+01 1.701241e+01
y_rep[189] 1.755788e+01 0.270003887 1.715117e+01 1.746740e+01
y_rep[190] 1.767179e+01 0.210224041 1.724391e+01 1.757475e+01
y_rep[191] 1.870097e+01 0.238657232 1.826777e+01 1.861909e+01
y_rep[192] 1.727063e+01 0.214577981 1.688264e+01 1.716397e+01
y_rep[193] 1.432618e+01 0.209088350 1.388603e+01 1.424476e+01
y_rep[194] 1.419704e+01 0.213320776 1.380788e+01 1.410588e+01
y_rep[195] 1.381514e+01 0.213109927 1.339967e+01 1.372703e+01
y_rep[196] 1.313306e+01 0.208133527 1.269659e+01 1.304087e+01
y_rep[197] 1.290698e+01 0.195641606 1.249975e+01 1.282061e+01
y_rep[198] 1.321669e+01 0.209783173 1.282682e+01 1.312509e+01
y_rep[199] 1.394969e+01 0.211276000 1.358760e+01 1.386017e+01
y_rep[200] 1.391289e+01 0.206316204 1.356390e+01 1.382478e+01
y_rep[201] 1.363059e+01 0.210795921 1.324890e+01 1.353866e+01
y_rep[202] 1.316974e+01 0.209989406 1.281168e+01 1.307815e+01
y_rep[203] 1.304246e+01 0.195645463 1.265092e+01 1.295958e+01
y_rep[204] 1.440781e+01 0.215891060 1.398579e+01 1.431844e+01
y_rep[205] 1.553190e+01 0.246262934 1.514430e+01 1.544357e+01
y_rep[206] 1.546758e+01 0.197280081 1.508599e+01 1.537734e+01
y_rep[207] 1.514500e+01 0.261735940 1.478475e+01 1.505011e+01
y_rep[208] 1.516712e+01 0.216332265 1.479022e+01 1.507952e+01
y_rep[209] 1.473785e+01 0.212647252 1.436672e+01 1.465262e+01
y_rep[210] 1.478938e+01 0.191720838 1.442079e+01 1.469899e+01
y_rep[211] 1.483107e+01 0.207239465 1.441174e+01 1.473723e+01
y_rep[212] 1.494358e+01 0.203845995 1.457245e+01 1.485671e+01
y_rep[213] 1.446254e+01 0.195798256 1.404525e+01 1.437919e+01
y_rep[214] 1.406445e+01 0.226615473 1.369441e+01 1.397706e+01
y_rep[215] 1.363709e+01 0.211226261 1.320960e+01 1.355022e+01
y_rep[216] 1.343249e+01 0.198662680 1.304066e+01 1.333313e+01
y_rep[217] 1.355421e+01 0.214586351 1.318331e+01 1.346800e+01
y_rep[218] 1.408888e+01 0.292531289 1.369481e+01 1.399593e+01
y_rep[219] 1.435807e+01 0.197354500 1.397555e+01 1.426952e+01
y_rep[220] 1.418923e+01 0.187119875 1.382895e+01 1.410196e+01
y_rep[221] 1.374470e+01 0.230016629 1.330159e+01 1.364927e+01
y_rep[222] 1.313946e+01 0.229111219 1.272983e+01 1.304703e+01
y_rep[223] 1.316679e+01 0.210793930 1.280237e+01 1.307439e+01
y_rep[224] 1.316657e+01 0.216990365 1.278514e+01 1.307625e+01
y_rep[225] 1.360575e+01 0.225148261 1.319472e+01 1.351730e+01
y_rep[226] 1.329670e+01 0.233516479 1.290007e+01 1.320194e+01
y_rep[227] 1.270663e+01 0.196503095 1.232123e+01 1.261923e+01
y_rep[228] 1.193522e+01 0.233892223 1.154170e+01 1.184738e+01
y_rep[229] 1.172365e+01 0.242252082 1.130284e+01 1.162903e+01
y_rep[230] 1.150517e+01 0.196128204 1.113025e+01 1.141732e+01
y_rep[231] 1.164696e+01 0.202929684 1.123047e+01 1.156033e+01
y_rep[232] 1.260659e+01 0.254929541 1.222627e+01 1.251753e+01
y_rep[233] 1.260657e+01 0.314901647 1.219660e+01 1.251803e+01
y_rep[234] 1.214617e+01 0.199583978 1.175446e+01 1.205755e+01
y_rep[235] 1.235875e+01 0.223764331 1.199612e+01 1.227202e+01
y_rep[236] 1.260297e+01 0.196697733 1.220990e+01 1.250810e+01
y_rep[237] 1.264603e+01 0.232800903 1.223386e+01 1.256223e+01
y_rep[238] 1.262276e+01 0.277377048 1.224908e+01 1.252295e+01
y_rep[239] 1.348241e+01 0.192397956 1.308273e+01 1.339179e+01
y_rep[240] 1.404508e+01 0.222317829 1.363682e+01 1.395140e+01
y_rep[241] 1.352177e+01 0.234637281 1.313968e+01 1.342849e+01
y_rep[242] 1.345712e+01 0.222278435 1.304831e+01 1.335667e+01
y_rep[243] 1.352383e+01 0.209029223 1.312417e+01 1.343208e+01
y_rep[244] 1.355972e+01 0.363153325 1.318245e+01 1.345952e+01
y_rep[245] 1.385558e+01 0.195284500 1.351766e+01 1.376658e+01
y_rep[246] 1.444630e+01 0.201113521 1.403638e+01 1.436207e+01
y_rep[247] 1.406739e+01 0.238678019 1.365833e+01 1.398121e+01
y_rep[248] 1.368837e+01 0.206867630 1.331755e+01 1.360727e+01
y_rep[249] 1.385304e+01 0.217120775 1.344264e+01 1.375750e+01
y_rep[250] 1.353103e+01 0.235341703 1.312627e+01 1.344310e+01
y_rep[251] 1.415079e+01 0.221771769 1.374606e+01 1.406203e+01
y_rep[252] 1.453215e+01 0.221222498 1.412176e+01 1.443539e+01
y_rep[253] 1.455678e+01 0.209563563 1.414861e+01 1.446412e+01
y_rep[254] 1.415221e+01 0.219169418 1.373112e+01 1.404977e+01
y_rep[255] 1.373142e+01 0.223350530 1.331511e+01 1.364530e+01
y_rep[256] 1.369871e+01 0.213135925 1.328925e+01 1.360567e+01
y_rep[257] 1.394271e+01 0.202614508 1.353643e+01 1.385535e+01
y_rep[258] 1.393458e+01 0.217347538 1.353971e+01 1.384075e+01
y_rep[259] 1.362177e+01 0.204867920 1.326086e+01 1.353005e+01
y_rep[260] 1.358705e+01 0.206516965 1.317693e+01 1.349818e+01
y_rep[261] 1.352143e+01 0.253710000 1.312310e+01 1.342327e+01
y_rep[262] 1.242992e+01 0.227471361 1.208093e+01 1.232872e+01
y_rep[263] 1.211984e+01 0.223985746 1.172685e+01 1.202772e+01
y_rep[264] 1.237754e+01 0.218928910 1.195507e+01 1.228588e+01
y_rep[265] 1.244694e+01 0.204297517 1.206482e+01 1.236306e+01
y_rep[266] 1.343515e+01 0.215082493 1.307403e+01 1.333917e+01
y_rep[267] 1.316839e+01 0.199148686 1.278541e+01 1.308055e+01
y_rep[268] 1.270437e+01 0.205585100 1.228647e+01 1.261744e+01
y_rep[269] 1.257311e+01 0.233393469 1.219674e+01 1.249246e+01
y_rep[270] 1.302693e+01 0.207512044 1.258226e+01 1.293899e+01
y_rep[271] 1.352998e+01 0.365565119 1.312793e+01 1.344798e+01
y_rep[272] 1.375405e+01 0.190846012 1.337206e+01 1.365454e+01
y_rep[273] 1.356047e+01 0.198120851 1.319365e+01 1.347215e+01
y_rep[274] 1.347230e+01 0.228904138 1.307545e+01 1.337877e+01
y_rep[275] 1.282120e+01 0.253487735 1.244596e+01 1.272922e+01
y_rep[276] 1.264815e+01 0.215603388 1.221467e+01 1.256518e+01
y_rep[277] 1.270517e+01 0.222313293 1.226655e+01 1.261201e+01
y_rep[278] 1.285680e+01 0.201990044 1.243255e+01 1.276214e+01
y_rep[279] 1.285484e+01 0.224501205 1.247154e+01 1.276480e+01
y_rep[280] 1.292505e+01 0.217399844 1.257069e+01 1.283309e+01
y_rep[281] 1.279946e+01 0.192417330 1.239393e+01 1.271073e+01
y_rep[282] 1.263478e+01 0.213891377 1.225221e+01 1.253699e+01
y_rep[283] 1.325164e+01 0.199237245 1.287976e+01 1.316137e+01
y_rep[284] 1.307501e+01 0.211842182 1.266531e+01 1.298246e+01
y_rep[285] 1.357351e+01 0.205948759 1.319014e+01 1.348172e+01
y_rep[286] 1.367786e+01 0.392794807 1.327858e+01 1.358821e+01
y_rep[287] 1.348788e+01 0.210088808 1.314012e+01 1.339610e+01
y_rep[288] 1.320453e+01 0.189364623 1.280908e+01 1.311443e+01
y_rep[289] 1.282305e+01 0.272475259 1.243857e+01 1.273082e+01
y_rep[290] 1.273265e+01 0.220940741 1.237117e+01 1.264474e+01
y_rep[291] 1.290263e+01 0.214737260 1.251449e+01 1.281481e+01
y_rep[292] 1.305658e+01 0.208083390 1.267825e+01 1.296286e+01
y_rep[293] 1.280549e+01 0.234419537 1.239559e+01 1.271215e+01
y_rep[294] 1.262846e+01 0.189061526 1.225437e+01 1.253973e+01
y_rep[295] 1.294983e+01 0.204269332 1.255847e+01 1.285275e+01
y_rep[296] 1.349093e+01 0.757821400 1.307063e+01 1.338766e+01
y_rep[297] 1.317612e+01 0.200475480 1.280041e+01 1.308684e+01
y_rep[298] 1.452052e+01 0.215824516 1.415562e+01 1.443065e+01
y_rep[299] 1.463375e+01 0.206730762 1.420675e+01 1.454806e+01
y_rep[300] 1.492496e+01 0.215563964 1.450362e+01 1.483954e+01
y_rep[301] 1.487713e+01 0.366290232 1.444188e+01 1.479879e+01
y_rep[302] 1.488728e+01 0.197336484 1.452569e+01 1.479818e+01
y_rep[303] 1.477591e+01 0.284454134 1.433860e+01 1.468458e+01
y_rep[304] 1.489206e+01 0.227135472 1.452212e+01 1.479835e+01
y_rep[305] 1.485301e+01 0.214187915 1.443979e+01 1.476756e+01
y_rep[306] 1.462291e+01 0.211773676 1.421813e+01 1.453017e+01
y_rep[307] 1.463521e+01 0.223167197 1.427684e+01 1.454635e+01
y_rep[308] 1.463103e+01 0.241550738 1.426348e+01 1.453215e+01
y_rep[309] 1.556278e+01 0.253369468 1.516714e+01 1.547135e+01
y_rep[310] 1.601429e+01 0.237688586 1.557927e+01 1.592841e+01
y_rep[311] 1.575278e+01 0.196903784 1.534782e+01 1.567467e+01
y_rep[312] 1.569629e+01 0.219352742 1.529617e+01 1.561341e+01
y_rep[313] 1.586770e+01 0.233097674 1.550265e+01 1.577121e+01
y_rep[314] 1.569315e+01 0.224973457 1.530263e+01 1.559806e+01
y_rep[315] 1.534663e+01 0.215381252 1.488208e+01 1.526529e+01
y_rep[316] 1.522321e+01 0.273833570 1.478367e+01 1.512913e+01
y_rep[317] 1.491140e+01 0.196722507 1.449526e+01 1.481850e+01
y_rep[318] 1.470787e+01 0.218128006 1.432674e+01 1.462255e+01
y_rep[319] 1.481793e+01 0.252978411 1.441855e+01 1.472872e+01
y_rep[320] 1.406860e+01 0.273635858 1.366892e+01 1.397509e+01
y_rep[321] 1.314138e+01 0.200958117 1.276729e+01 1.305217e+01
y_rep[322] 1.307429e+01 0.223358160 1.263366e+01 1.298868e+01
y_rep[323] 1.259680e+01 0.215280274 1.220846e+01 1.250122e+01
y_rep[324] 1.281150e+01 0.204432576 1.242555e+01 1.272445e+01
y_rep[325] 1.313264e+01 0.202914928 1.270823e+01 1.304417e+01
y_rep[326] 1.324258e+01 0.507512675 1.284736e+01 1.316337e+01
y_rep[327] 1.357881e+01 0.205813805 1.318853e+01 1.348853e+01
y_rep[328] 1.350071e+01 0.203729963 1.312984e+01 1.341055e+01
y_rep[329] 1.352713e+01 0.204759742 1.313658e+01 1.343758e+01
y_rep[330] 1.354089e+01 0.190548999 1.315837e+01 1.345635e+01
y_rep[331] 1.357582e+01 0.199027984 1.320554e+01 1.348748e+01
y_rep[332] 1.289410e+01 0.214127927 1.247021e+01 1.280725e+01
y_rep[333] 1.346803e+01 0.200669006 1.305375e+01 1.337553e+01
y_rep[334] 1.361372e+01 0.201743129 1.323139e+01 1.351643e+01
y_rep[335] 1.340473e+01 0.212374727 1.301581e+01 1.331590e+01
y_rep[336] 1.320050e+01 0.222183202 1.278377e+01 1.311904e+01
y_rep[337] 1.318229e+01 0.201137219 1.282968e+01 1.309004e+01
y_rep[338] 1.369290e+01 0.250719539 1.324307e+01 1.360240e+01
y_rep[339] 1.389084e+01 0.218001554 1.352171e+01 1.379599e+01
y_rep[340] 1.416203e+01 0.206952812 1.377795e+01 1.406441e+01
y_rep[341] 1.381951e+01 0.215766179 1.342244e+01 1.372905e+01
y_rep[342] 1.394511e+01 0.204482016 1.355414e+01 1.385671e+01
y_rep[343] 1.421566e+01 0.206809545 1.380603e+01 1.412706e+01
y_rep[344] 1.404012e+01 0.175190765 1.370575e+01 1.395317e+01
y_rep[345] 1.426193e+01 0.213810481 1.388797e+01 1.417408e+01
y_rep[346] 1.451850e+01 0.198951471 1.411927e+01 1.443719e+01
y_rep[347] 1.405183e+01 0.197030120 1.365408e+01 1.397211e+01
y_rep[348] 1.399022e+01 0.215571970 1.358941e+01 1.390170e+01
y_rep[349] 1.380923e+01 0.198111612 1.342779e+01 1.372011e+01
y_rep[350] 1.389409e+01 0.237037483 1.347421e+01 1.380342e+01
y_rep[351] 1.397467e+01 0.243741629 1.353512e+01 1.389184e+01
y_rep[352] 1.444757e+01 0.193346624 1.407031e+01 1.435358e+01
y_rep[353] 1.447061e+01 0.201749656 1.403526e+01 1.437986e+01
y_rep[354] 1.532781e+01 0.195822288 1.494435e+01 1.523153e+01
y_rep[355] 1.535532e+01 0.210279919 1.495862e+01 1.526655e+01
y_rep[356] 1.540713e+01 0.228220561 1.504051e+01 1.531732e+01
y_rep[357] 1.733871e+01 0.285248106 1.690198e+01 1.725476e+01
y_rep[358] 1.907171e+01 0.219070741 1.864180e+01 1.898475e+01
y_rep[359] 1.821148e+01 0.261501893 1.780942e+01 1.811436e+01
y_rep[360] 1.903774e+01 0.216019050 1.864020e+01 1.895111e+01
y_rep[361] 1.896613e+01 0.197394459 1.857407e+01 1.888810e+01
y_rep[362] 1.909122e+01 0.227440244 1.871965e+01 1.899176e+01
y_rep[363] 2.007466e+01 0.229889291 1.967931e+01 1.999304e+01
y_rep[364] 2.047515e+01 0.226866688 2.009105e+01 2.038590e+01
y_rep[365] 2.008488e+01 0.221233463 1.968809e+01 1.999105e+01
y_rep[366] 2.030410e+01 0.238772410 1.986214e+01 2.021915e+01
y_rep[367] 2.105694e+01 0.204469224 2.067824e+01 2.096776e+01
y_rep[368] 2.094535e+01 0.224111036 2.057171e+01 2.085749e+01
y_rep[369] 2.142101e+01 0.206579289 2.102259e+01 2.132922e+01
y_rep[370] 2.181188e+01 0.207642525 2.141572e+01 2.172009e+01
y_rep[371] 2.137794e+01 0.219520261 2.100177e+01 2.128518e+01
y_rep[372] 2.194962e+01 0.223776822 2.155242e+01 2.185872e+01
y_rep[373] 2.218896e+01 0.204798521 2.179469e+01 2.209743e+01
y_rep[374] 2.192899e+01 0.216979170 2.153802e+01 2.183052e+01
y_rep[375] 2.194979e+01 0.197807926 2.154965e+01 2.185724e+01
y_rep[376] 2.204542e+01 0.421243007 2.165032e+01 2.196378e+01
y_rep[377] 2.195516e+01 0.196425843 2.161422e+01 2.186192e+01
y_rep[378] 2.189941e+01 0.195818511 2.150145e+01 2.180938e+01
y_rep[379] 2.157667e+01 0.207484004 2.120723e+01 2.148387e+01
y_rep[380] 1.954342e+01 0.214963894 1.911589e+01 1.943972e+01
y_rep[381] 1.996036e+01 0.228699364 1.953077e+01 1.987731e+01
y_rep[382] 2.066189e+01 0.194269597 2.029630e+01 2.057224e+01
y_rep[383] 2.030635e+01 0.208168008 1.989893e+01 2.021288e+01
y_rep[384] 1.999895e+01 0.216324036 1.955159e+01 1.990716e+01
y_rep[385] 1.979076e+01 0.205647662 1.934945e+01 1.970118e+01
y_rep[386] 1.935485e+01 0.223959346 1.894149e+01 1.927007e+01
y_rep[387] 1.984690e+01 0.212617120 1.948461e+01 1.975346e+01
y_rep[388] 2.033475e+01 0.264765563 1.995958e+01 2.025140e+01
y_rep[389] 2.002950e+01 0.216449262 1.964257e+01 1.993599e+01
y_rep[390] 1.945976e+01 0.281464574 1.902307e+01 1.937327e+01
y_rep[391] 1.929056e+01 0.203327443 1.894308e+01 1.920210e+01
y_rep[392] 1.860016e+01 0.250314103 1.823867e+01 1.850967e+01
y_rep[393] 1.892543e+01 0.249672032 1.856423e+01 1.883472e+01
y_rep[394] 1.894417e+01 0.182641855 1.856565e+01 1.885424e+01
y_rep[395] 1.858334e+01 0.197651164 1.820648e+01 1.849003e+01
y_rep[396] 1.810306e+01 0.231684718 1.771885e+01 1.800729e+01
y_rep[397] 1.803111e+01 0.227802372 1.762972e+01 1.794230e+01
y_rep[398] 1.802463e+01 0.189846746 1.763610e+01 1.793828e+01
y_rep[399] 1.789604e+01 0.205906566 1.749458e+01 1.780837e+01
y_rep[400] 1.750288e+01 0.226543863 1.711035e+01 1.741216e+01
y_rep[401] 1.769189e+01 0.198366410 1.730390e+01 1.759964e+01
y_rep[402] 1.757277e+01 0.201232319 1.720299e+01 1.748012e+01
y_rep[403] 1.726927e+01 0.220403046 1.686481e+01 1.717710e+01
y_rep[404] 1.675078e+01 0.208999806 1.636698e+01 1.666544e+01
y_rep[405] 1.596177e+01 0.199045575 1.558666e+01 1.586266e+01
y_rep[406] 1.608968e+01 0.253820034 1.568760e+01 1.600558e+01
y_rep[407] 1.640383e+01 0.197129941 1.601103e+01 1.631072e+01
y_rep[408] 1.620482e+01 0.209604753 1.580966e+01 1.611603e+01
y_rep[409] 1.595364e+01 0.223812483 1.555737e+01 1.586001e+01
y_rep[410] 1.538706e+01 0.220009100 1.502886e+01 1.529001e+01
y_rep[411] 1.516724e+01 0.198127610 1.481940e+01 1.506401e+01
y_rep[412] 1.532819e+01 0.207326578 1.494591e+01 1.523416e+01
y_rep[413] 1.532639e+01 0.254217836 1.492272e+01 1.523304e+01
y_rep[414] 1.503633e+01 0.232138094 1.466686e+01 1.494647e+01
y_rep[415] 1.497252e+01 0.211482545 1.460845e+01 1.487844e+01
y_rep[416] 1.511989e+01 0.202545331 1.473453e+01 1.503421e+01
y_rep[417] 1.481866e+01 0.254199256 1.441834e+01 1.472827e+01
y_rep[418] 1.506513e+01 0.238111002 1.466160e+01 1.497376e+01
y_rep[419] 1.606129e+01 0.216070951 1.569618e+01 1.597443e+01
y_rep[420] 1.586243e+01 0.211829817 1.544877e+01 1.577666e+01
y_rep[421] 1.565954e+01 0.231433843 1.525500e+01 1.556009e+01
y_rep[422] 1.527776e+01 0.183829108 1.490560e+01 1.519156e+01
y_rep[423] 1.493632e+01 0.204563902 1.453141e+01 1.484358e+01
y_rep[424] 1.543805e+01 0.240239902 1.504143e+01 1.534281e+01
y_rep[425] 1.590102e+01 0.217061963 1.554038e+01 1.580927e+01
y_rep[426] 1.589440e+01 0.207208246 1.553259e+01 1.580272e+01
y_rep[427] 1.591033e+01 0.220567685 1.552760e+01 1.581769e+01
y_rep[428] 1.601790e+01 0.229738166 1.560455e+01 1.593233e+01
y_rep[429] 1.572245e+01 0.262118411 1.537323e+01 1.562997e+01
y_rep[430] 1.579229e+01 0.186536746 1.542471e+01 1.570143e+01
y_rep[431] 1.613540e+01 0.230770133 1.572753e+01 1.604774e+01
y_rep[432] 1.592619e+01 0.193598691 1.553329e+01 1.584446e+01
y_rep[433] 1.618420e+01 0.192670137 1.580009e+01 1.609316e+01
y_rep[434] 1.646323e+01 0.217918604 1.602133e+01 1.637729e+01
y_rep[435] 1.618769e+01 0.253420186 1.580305e+01 1.608978e+01
y_rep[436] 1.590847e+01 0.198908245 1.553943e+01 1.582216e+01
y_rep[437] 1.631653e+01 0.203091913 1.593378e+01 1.621848e+01
y_rep[438] 1.591530e+01 0.198658391 1.550604e+01 1.582214e+01
y_rep[439] 1.572078e+01 0.204939506 1.534146e+01 1.563256e+01
y_rep[440] 1.576798e+01 0.287880820 1.536522e+01 1.568342e+01
y_rep[441] 1.562493e+01 0.218127473 1.524332e+01 1.553604e+01
y_rep[442] 1.527344e+01 0.212006551 1.484620e+01 1.518784e+01
y_rep[443] 1.550193e+01 0.267235298 1.506167e+01 1.541349e+01
y_rep[444] 1.516982e+01 0.205873255 1.480665e+01 1.508379e+01
y_rep[445] 1.512157e+01 0.208412683 1.470166e+01 1.502990e+01
y_rep[446] 1.573605e+01 0.224225020 1.537302e+01 1.564247e+01
y_rep[447] 1.568624e+01 0.223017871 1.530246e+01 1.559813e+01
y_rep[448] 1.471509e+01 0.199896075 1.435231e+01 1.461914e+01
y_rep[449] 1.487484e+01 0.248883290 1.445226e+01 1.478192e+01
y_rep[450] 1.467587e+01 0.225888739 1.428641e+01 1.458895e+01
y_rep[451] 1.443441e+01 0.213133186 1.401751e+01 1.434688e+01
y_rep[452] 1.436092e+01 0.220011807 1.400033e+01 1.426723e+01
y_rep[453] 1.398264e+01 0.200325219 1.359803e+01 1.389539e+01
y_rep[454] 1.363821e+01 0.234342695 1.321970e+01 1.354615e+01
y_rep[455] 1.482500e+01 0.194859584 1.443776e+01 1.474056e+01
y_rep[456] 1.489436e+01 0.196837529 1.449412e+01 1.480899e+01
y_rep[457] 1.472456e+01 0.214492966 1.433582e+01 1.464260e+01
y_rep[458] 1.485804e+01 0.211839871 1.440472e+01 1.477386e+01
y_rep[459] 1.493810e+01 0.210921764 1.452333e+01 1.485460e+01
y_rep[460] 1.445028e+01 0.215470351 1.405972e+01 1.436068e+01
y_rep[461] 1.481500e+01 0.203312065 1.444162e+01 1.471421e+01
y_rep[462] 1.456657e+01 0.273727423 1.416426e+01 1.447059e+01
y_rep[463] 1.412260e+01 0.225225970 1.373765e+01 1.404081e+01
y_rep[464] 1.412865e+01 0.228079670 1.374520e+01 1.403683e+01
y_rep[465] 1.383528e+01 0.219621274 1.333029e+01 1.375225e+01
y_rep[466] 1.384311e+01 0.205959591 1.347146e+01 1.375706e+01
y_rep[467] 1.542353e+01 0.265625247 1.501221e+01 1.533566e+01
y_rep[468] 1.506177e+01 0.192256110 1.470353e+01 1.497282e+01
y_rep[469] 1.524752e+01 0.214991822 1.486961e+01 1.515527e+01
y_rep[470] 1.570161e+01 0.201590062 1.532936e+01 1.560174e+01
y_rep[471] 1.597193e+01 0.249123337 1.552956e+01 1.587339e+01
y_rep[472] 1.562053e+01 0.197183102 1.518468e+01 1.552827e+01
y_rep[473] 1.908658e+01 0.237532174 1.866315e+01 1.899399e+01
y_rep[474] 2.213488e+01 0.255096039 2.171968e+01 2.204331e+01
y_rep[475] 2.179208e+01 0.206723272 2.139473e+01 2.170566e+01
y_rep[476] 2.183326e+01 0.205974911 2.143479e+01 2.173840e+01
y_rep[477] 2.157052e+01 0.207517229 2.116341e+01 2.148462e+01
y_rep[478] 2.062939e+01 0.336109280 2.026375e+01 2.053267e+01
y_rep[479] 2.146184e+01 0.244279408 2.106947e+01 2.136795e+01
y_rep[480] 2.123323e+01 0.206561033 2.080880e+01 2.114951e+01
y_rep[481] 2.108639e+01 0.205497153 2.070087e+01 2.099113e+01
y_rep[482] 2.103349e+01 0.246589823 2.061373e+01 2.093483e+01
y_rep[483] 2.128948e+01 0.193849606 2.089190e+01 2.119909e+01
y_rep[484] 2.132418e+01 0.193466055 2.094451e+01 2.122913e+01
y_rep[485] 2.159842e+01 0.194064544 2.119946e+01 2.150603e+01
y_rep[486] 2.179912e+01 0.310903952 2.143049e+01 2.170151e+01
y_rep[487] 2.141044e+01 0.229326481 2.103058e+01 2.132255e+01
y_rep[488] 2.238900e+01 0.210457821 2.201228e+01 2.229392e+01
y_rep[489] 2.216433e+01 0.203418560 2.179847e+01 2.207899e+01
y_rep[490] 2.145856e+01 0.217091972 2.110396e+01 2.136433e+01
y_rep[491] 2.151787e+01 0.248442720 2.112862e+01 2.142205e+01
y_rep[492] 2.119585e+01 0.207130346 2.080285e+01 2.110452e+01
y_rep[493] 2.075912e+01 0.193873650 2.035700e+01 2.067024e+01
y_rep[494] 2.112592e+01 0.218111809 2.071915e+01 2.104042e+01
y_rep[495] 2.098613e+01 0.222507977 2.059900e+01 2.089176e+01
y_rep[496] 1.907848e+01 0.200836181 1.871155e+01 1.898566e+01
y_rep[497] 1.584662e+01 0.210960435 1.547999e+01 1.575378e+01
y_rep[498] 1.643908e+01 0.210238065 1.599765e+01 1.634654e+01
y_rep[499] 1.665084e+01 0.197873619 1.628940e+01 1.655251e+01
y_rep[500] 1.569916e+01 0.196207436 1.533338e+01 1.561318e+01
y_rep[501] 1.584892e+01 0.214134017 1.543019e+01 1.575788e+01
y_rep[502] 1.544391e+01 0.196031642 1.506019e+01 1.535288e+01
y_rep[503] 1.562095e+01 0.222896380 1.512824e+01 1.553730e+01
y_rep[504] 1.566010e+01 0.211309550 1.528141e+01 1.555867e+01
y_rep[505] 1.526141e+01 0.204465603 1.483857e+01 1.517306e+01
y_rep[506] 1.494713e+01 0.190582946 1.458034e+01 1.486014e+01
y_rep[507] 1.478574e+01 0.190908497 1.443104e+01 1.469070e+01
y_rep[508] 1.420554e+01 0.193975102 1.384459e+01 1.411396e+01
y_rep[509] 1.449709e+01 0.217268774 1.409808e+01 1.439849e+01
y_rep[510] 1.412917e+01 0.204016080 1.373442e+01 1.404383e+01
y_rep[511] 1.356133e+01 0.219264656 1.318826e+01 1.347391e+01
y_rep[512] 1.369734e+01 0.213968677 1.331068e+01 1.359892e+01
y_rep[513] 1.327074e+01 0.243365586 1.289553e+01 1.317890e+01
y_rep[514] 1.284657e+01 0.278013777 1.247257e+01 1.274697e+01
y_rep[515] 1.288495e+01 0.213953326 1.253021e+01 1.278935e+01
y_rep[516] 1.320687e+01 0.264571822 1.282284e+01 1.310938e+01
y_rep[517] 1.281361e+01 0.202530375 1.241270e+01 1.272764e+01
y_rep[518] 1.302536e+01 0.197254121 1.267521e+01 1.293434e+01
y_rep[519] 1.297071e+01 0.537228671 1.254554e+01 1.289599e+01
y_rep[520] 1.238085e+01 0.212209041 1.199230e+01 1.228858e+01
y_rep[521] 1.270577e+01 0.209418972 1.229579e+01 1.260903e+01
y_rep[522] 1.256544e+01 0.222433707 1.217545e+01 1.247371e+01
y_rep[523] 1.234007e+01 0.275315658 1.193579e+01 1.225166e+01
y_rep[524] 1.219087e+01 0.253840123 1.177376e+01 1.208730e+01
y_rep[525] 1.230640e+01 0.236367552 1.194476e+01 1.221630e+01
y_rep[526] 1.179539e+01 0.210313786 1.139200e+01 1.170592e+01
y_rep[527] 1.173258e+01 0.195751524 1.136880e+01 1.164191e+01
y_rep[528] 1.225147e+01 0.203873638 1.187949e+01 1.215666e+01
y_rep[529] 1.199673e+01 0.210049654 1.156797e+01 1.191129e+01
y_rep[530] 1.230059e+01 0.223369507 1.188944e+01 1.220528e+01
y_rep[531] 1.210246e+01 0.261213719 1.171994e+01 1.201848e+01
y_rep[532] 1.146301e+01 0.222987332 1.109267e+01 1.137029e+01
y_rep[533] 1.171614e+01 0.201143299 1.133937e+01 1.162588e+01
y_rep[534] 1.187114e+01 0.194727144 1.151374e+01 1.178833e+01
y_rep[535] 1.168248e+01 0.216611938 1.126736e+01 1.159284e+01
y_rep[536] 1.266213e+01 0.228447597 1.226121e+01 1.257569e+01
y_rep[537] 1.225576e+01 0.212717939 1.181777e+01 1.216504e+01
y_rep[538] 1.182623e+01 0.210865887 1.143027e+01 1.174080e+01
y_rep[539] 1.188000e+01 0.203438470 1.148182e+01 1.178605e+01
y_rep[540] 1.156002e+01 0.217822677 1.117892e+01 1.146960e+01
y_rep[541] 1.150106e+01 0.222350401 1.113880e+01 1.141305e+01
y_rep[542] 1.159427e+01 0.236259248 1.119857e+01 1.150629e+01
y_rep[543] 1.135283e+01 0.221434093 1.096870e+01 1.126023e+01
y_rep[544] 1.114076e+01 0.180392077 1.078908e+01 1.104968e+01
y_rep[545] 1.170484e+01 0.224395689 1.127702e+01 1.161597e+01
y_rep[546] 1.131992e+01 0.216294987 1.091319e+01 1.122510e+01
y_rep[547] 1.137311e+01 0.210987779 1.099770e+01 1.127070e+01
y_rep[548] 1.129210e+01 0.202446051 1.091036e+01 1.120426e+01
y_rep[549] 1.161849e+01 0.220578973 1.123003e+01 1.153065e+01
y_rep[550] 1.155722e+01 0.214021201 1.120065e+01 1.146438e+01
y_rep[551] 1.125756e+01 0.191360741 1.089126e+01 1.116995e+01
y_rep[552] 1.098383e+01 0.220555232 1.055348e+01 1.090317e+01
y_rep[553] 1.085656e+01 0.219476591 1.045974e+01 1.075623e+01
y_rep[554] 1.104151e+01 0.192471890 1.064720e+01 1.094905e+01
y_rep[555] 1.097031e+01 0.201253434 1.057106e+01 1.087860e+01
y_rep[556] 1.043715e+01 0.208263393 1.003625e+01 1.034434e+01
y_rep[557] 1.024616e+01 0.194315927 9.870033e+00 1.016095e+01
y_rep[558] 1.033175e+01 0.208915421 9.989931e+00 1.024478e+01
y_rep[559] 1.006775e+01 0.215224108 9.662396e+00 9.972226e+00
y_rep[560] 1.324546e+01 0.249227469 1.285624e+01 1.315054e+01
y_rep[561] 1.281114e+01 0.280148557 1.244324e+01 1.272043e+01
y_rep[562] 1.264520e+01 0.270149127 1.219509e+01 1.255109e+01
y_rep[563] 1.299778e+01 0.231851766 1.264056e+01 1.290506e+01
y_rep[564] 1.347309e+01 0.240192229 1.311303e+01 1.338060e+01
y_rep[565] 1.297512e+01 0.189551626 1.260147e+01 1.287823e+01
y_rep[566] 1.319425e+01 0.193961088 1.277719e+01 1.310053e+01
y_rep[567] 1.292642e+01 0.223703613 1.253831e+01 1.283352e+01
y_rep[568] 1.252226e+01 0.205694406 1.213611e+01 1.243172e+01
y_rep[569] 1.285093e+01 0.213483587 1.246355e+01 1.276127e+01
y_rep[570] 1.273049e+01 0.220218025 1.235469e+01 1.262518e+01
y_rep[571] 1.267773e+01 0.223516930 1.227698e+01 1.258878e+01
y_rep[572] 1.231234e+01 0.205202446 1.194163e+01 1.221741e+01
y_rep[573] 1.235787e+01 0.223001341 1.199308e+01 1.226601e+01
y_rep[574] 1.210783e+01 0.209933597 1.173194e+01 1.201748e+01
y_rep[575] 1.231975e+01 0.207382155 1.190450e+01 1.223277e+01
y_rep[576] 1.206571e+01 0.224105425 1.166410e+01 1.196863e+01
y_rep[577] 1.198517e+01 0.269986717 1.158994e+01 1.188471e+01
y_rep[578] 1.234848e+01 0.208010053 1.194594e+01 1.225660e+01
y_rep[579] 1.233669e+01 0.203271401 1.194469e+01 1.224847e+01
y_rep[580] 1.204922e+01 0.215654890 1.166993e+01 1.195653e+01
y_rep[581] 1.213243e+01 0.197268167 1.174707e+01 1.204509e+01
y_rep[582] 1.217892e+01 0.238895416 1.177238e+01 1.208451e+01
y_rep[583] 1.100750e+01 0.234551233 1.062111e+01 1.091299e+01
y_rep[584] 1.106494e+01 0.245706973 1.064792e+01 1.096869e+01
y_rep[585] 1.083228e+01 0.260028958 1.042251e+01 1.074782e+01
y_rep[586] 1.048184e+01 0.248210433 1.007693e+01 1.038678e+01
y_rep[587] 1.060314e+01 0.243440143 1.024091e+01 1.051858e+01
y_rep[588] 1.124113e+01 0.219906959 1.086505e+01 1.115005e+01
y_rep[589] 1.126794e+01 0.210223198 1.089018e+01 1.117445e+01
y_rep[590] 1.152765e+01 0.213260750 1.112979e+01 1.144397e+01
y_rep[591] 1.159532e+01 0.214311423 1.112799e+01 1.150870e+01
y_rep[592] 1.769464e+01 0.246819748 1.724375e+01 1.756714e+01
y_rep[593] 1.864867e+01 0.234098089 1.817232e+01 1.855231e+01
y_rep[594] 1.920328e+01 0.216389735 1.881553e+01 1.910538e+01
y_rep[595] 1.858160e+01 0.223116633 1.818707e+01 1.849166e+01
y_rep[596] 1.907009e+01 0.201661418 1.869218e+01 1.898296e+01
y_rep[597] 1.942881e+01 0.235581393 1.903045e+01 1.934327e+01
y_rep[598] 1.929244e+01 0.213460809 1.887509e+01 1.920191e+01
y_rep[599] 1.960025e+01 0.237379880 1.921571e+01 1.950496e+01
y_rep[600] 1.937576e+01 0.271327315 1.895278e+01 1.928753e+01
y_rep[601] 1.948162e+01 0.210416207 1.908864e+01 1.939182e+01
y_rep[602] 1.959011e+01 0.241911799 1.919226e+01 1.949474e+01
y_rep[603] 2.044022e+01 0.210691877 2.004415e+01 2.035164e+01
y_rep[604] 2.018563e+01 0.378211993 1.982452e+01 2.009682e+01
y_rep[605] 2.001433e+01 0.261809872 1.965764e+01 1.993117e+01
y_rep[606] 2.035877e+01 0.230008242 1.993098e+01 2.026678e+01
y_rep[607] 2.039218e+01 0.235261590 1.993077e+01 2.029888e+01
y_rep[608] 2.043520e+01 0.211560148 2.008541e+01 2.035316e+01
y_rep[609] 2.072452e+01 0.203932150 2.034434e+01 2.063729e+01
y_rep[610] 2.038754e+01 0.219455223 2.000493e+01 2.030004e+01
y_rep[611] 2.072944e+01 0.221819108 2.033772e+01 2.063646e+01
y_rep[612] 2.042043e+01 0.185472104 2.001819e+01 2.033428e+01
y_rep[613] 2.008969e+01 0.189715154 1.970282e+01 2.000016e+01
y_rep[614] 1.823719e+01 0.227346254 1.784986e+01 1.814293e+01
y_rep[615] 1.639671e+01 0.213149753 1.600399e+01 1.629784e+01
y_rep[616] 1.542548e+01 0.234739546 1.501654e+01 1.533313e+01
y_rep[617] 1.567859e+01 0.235323885 1.527622e+01 1.558588e+01
y_rep[618] 1.520268e+01 0.198767443 1.482331e+01 1.511501e+01
y_rep[619] 1.466315e+01 0.329046207 1.427006e+01 1.456222e+01
y_rep[620] 1.465579e+01 0.182811685 1.430625e+01 1.456023e+01
y_rep[621] 1.474756e+01 0.201919111 1.438340e+01 1.465037e+01
y_rep[622] 1.525623e+01 0.200627310 1.487579e+01 1.516687e+01
y_rep[623] 1.541702e+01 0.219610273 1.497847e+01 1.532156e+01
y_rep[624] 1.513821e+01 0.182674532 1.477150e+01 1.504652e+01
y_rep[625] 1.509195e+01 0.208175768 1.470996e+01 1.499431e+01
y_rep[626] 1.453014e+01 0.200627222 1.414472e+01 1.444156e+01
y_rep[627] 1.439016e+01 0.235438174 1.398715e+01 1.429688e+01
y_rep[628] 1.410194e+01 0.204618143 1.369216e+01 1.401246e+01
y_rep[629] 1.380330e+01 0.208515561 1.341750e+01 1.370812e+01
y_rep[630] 1.378524e+01 0.208879501 1.337753e+01 1.369618e+01
y_rep[631] 1.335428e+01 0.238982697 1.292864e+01 1.326651e+01
y_rep[632] 1.338706e+01 0.203061869 1.302432e+01 1.329377e+01
y_rep[633] 1.343651e+01 0.235597068 1.304291e+01 1.334305e+01
y_rep[634] 1.322287e+01 0.249879669 1.277704e+01 1.313467e+01
y_rep[635] 1.274676e+01 0.187988352 1.234246e+01 1.266667e+01
y_rep[636] 1.268960e+01 0.244510352 1.229239e+01 1.259716e+01
y_rep[637] 1.226376e+01 0.245996581 1.186161e+01 1.217377e+01
y_rep[638] 1.276812e+01 0.266914853 1.236876e+01 1.267450e+01
y_rep[639] 1.298470e+01 0.214328471 1.258085e+01 1.289100e+01
y_rep[640] 1.280110e+01 0.222627378 1.242947e+01 1.270708e+01
y_rep[641] 1.257438e+01 0.208883079 1.218090e+01 1.248324e+01
y_rep[642] 1.281078e+01 0.241920248 1.240811e+01 1.271482e+01
y_rep[643] 1.251405e+01 0.215441462 1.213941e+01 1.241668e+01
y_rep[644] 1.234043e+01 0.188829987 1.193796e+01 1.225466e+01
y_rep[645] 1.233450e+01 0.224381363 1.197118e+01 1.223932e+01
y_rep[646] 1.193891e+01 0.202204598 1.153561e+01 1.185374e+01
y_rep[647] 1.194432e+01 0.209110125 1.153082e+01 1.184661e+01
y_rep[648] 1.204662e+01 0.198452878 1.165710e+01 1.195647e+01
y_rep[649] 1.237843e+01 0.203887230 1.197269e+01 1.228908e+01
y_rep[650] 1.243154e+01 0.199952073 1.205069e+01 1.234047e+01
y_rep[651] 1.251780e+01 0.202101955 1.210151e+01 1.242096e+01
y_rep[652] 1.245752e+01 0.217898082 1.205851e+01 1.236719e+01
y_rep[653] 1.248492e+01 0.233124301 1.205587e+01 1.239124e+01
y_rep[654] 1.250723e+01 0.239202673 1.209727e+01 1.240847e+01
y_rep[655] 1.253404e+01 0.219711987 1.209196e+01 1.244334e+01
y_rep[656] 1.249011e+01 0.198178986 1.207812e+01 1.240028e+01
y_rep[657] 1.251236e+01 0.250383734 1.211606e+01 1.242771e+01
y_rep[658] 1.253025e+01 0.204454642 1.216494e+01 1.243225e+01
y_rep[659] 1.255806e+01 0.214573284 1.217689e+01 1.247770e+01
y_rep[660] 1.235698e+01 0.210977216 1.199794e+01 1.226386e+01
y_rep[661] 1.200686e+01 0.203225326 1.163257e+01 1.191172e+01
y_rep[662] 1.213700e+01 0.225757158 1.174095e+01 1.204668e+01
y_rep[663] 1.211237e+01 0.233817183 1.169120e+01 1.202178e+01
y_rep[664] 1.244167e+01 0.210051012 1.197811e+01 1.235272e+01
y_rep[665] 1.273701e+01 0.188961797 1.237472e+01 1.265438e+01
y_rep[666] 1.220898e+01 0.219152513 1.183270e+01 1.211773e+01
y_rep[667] 1.242437e+01 0.225036153 1.205110e+01 1.233609e+01
y_rep[668] 1.205651e+01 0.194036078 1.168986e+01 1.197740e+01
y_rep[669] 1.188204e+01 0.198647604 1.153315e+01 1.180273e+01
y_rep[670] 1.208360e+01 0.212679333 1.174235e+01 1.199056e+01
y_rep[671] 1.237189e+01 0.195966492 1.199899e+01 1.228505e+01
y_rep[672] 1.215013e+01 0.204281817 1.175593e+01 1.205518e+01
y_rep[673] 1.187178e+01 0.228134554 1.148521e+01 1.177200e+01
y_rep[674] 1.192686e+01 0.200972514 1.152744e+01 1.183326e+01
y_rep[675] 1.177624e+01 0.201488281 1.137445e+01 1.168390e+01
y_rep[676] 1.189974e+01 0.188817877 1.153091e+01 1.181177e+01
y_rep[677] 1.207126e+01 0.708071932 1.164629e+01 1.197288e+01
y_rep[678] 1.152778e+01 0.199155837 1.110099e+01 1.144389e+01
y_rep[679] 1.150729e+01 0.215155487 1.110768e+01 1.141945e+01
y_rep[680] 1.110895e+01 0.192747730 1.070559e+01 1.101751e+01
y_rep[681] 1.090919e+01 0.207343307 1.052275e+01 1.081324e+01
y_rep[682] 1.123928e+01 0.199541635 1.082771e+01 1.114431e+01
y_rep[683] 1.150818e+01 0.193730025 1.112119e+01 1.142858e+01
y_rep[684] 1.125313e+01 0.243220082 1.082982e+01 1.116248e+01
y_rep[685] 1.103586e+01 0.204136398 1.066376e+01 1.093914e+01
y_rep[686] 1.087644e+01 0.270436763 1.047880e+01 1.078308e+01
y_rep[687] 1.059798e+01 0.305248811 1.014936e+01 1.051888e+01
y_rep[688] 1.095928e+01 0.208366298 1.056269e+01 1.086686e+01
y_rep[689] 1.076759e+01 0.206869803 1.040867e+01 1.068106e+01
y_rep[690] 1.090777e+01 0.227744149 1.051198e+01 1.081274e+01
y_rep[691] 1.090264e+01 0.211480889 1.050699e+01 1.081143e+01
y_rep[692] 1.099355e+01 0.212296963 1.059254e+01 1.091399e+01
y_rep[693] 1.069401e+01 0.212550736 1.030840e+01 1.059159e+01
y_rep[694] 1.066584e+01 0.212476076 1.027224e+01 1.057656e+01
y_rep[695] 1.060116e+01 0.338254088 1.019456e+01 1.050660e+01
y_rep[696] 1.046193e+01 0.206285890 1.003558e+01 1.036802e+01
y_rep[697] 1.032607e+01 0.198566257 9.963760e+00 1.022838e+01
y_rep[698] 1.016353e+01 0.221364437 9.786805e+00 1.007087e+01
y_rep[699] 1.043779e+01 0.193753955 1.003942e+01 1.034334e+01
y_rep[700] 1.114721e+01 0.216392118 1.076590e+01 1.105783e+01
y_rep[701] 1.102415e+01 0.221325742 1.061823e+01 1.093309e+01
y_rep[702] 1.086298e+01 0.199114755 1.048083e+01 1.077731e+01
y_rep[703] 1.093441e+01 0.214603857 1.054294e+01 1.084605e+01
y_rep[704] 1.088616e+01 0.265928610 1.051015e+01 1.079468e+01
y_rep[705] 1.085218e+01 0.193526245 1.045383e+01 1.076795e+01
y_rep[706] 1.075982e+01 0.242445079 1.035917e+01 1.066640e+01
y_rep[707] 1.097807e+01 0.372602021 1.059041e+01 1.088446e+01
y_rep[708] 1.090709e+01 0.211756826 1.051831e+01 1.081087e+01
y_rep[709] 1.073721e+01 0.204931342 1.035269e+01 1.064814e+01
y_rep[710] 1.075805e+01 0.226377788 1.035130e+01 1.067291e+01
y_rep[711] 1.059019e+01 0.216665719 1.019136e+01 1.049831e+01
y_rep[712] 1.045586e+01 0.197393688 1.006844e+01 1.036992e+01
y_rep[713] 1.024450e+01 0.201985748 9.871854e+00 1.015160e+01
y_rep[714] 1.014874e+01 0.251449954 9.774678e+00 1.005085e+01
y_rep[715] 1.002205e+01 0.211979934 9.589183e+00 9.922171e+00
y_rep[716] 1.011324e+01 0.203798121 9.754826e+00 1.002606e+01
y_rep[717] 9.801648e+00 0.222282995 9.429897e+00 9.716956e+00
y_rep[718] 9.666995e+00 0.203840260 9.288860e+00 9.578560e+00
y_rep[719] 1.004270e+01 0.194837985 9.658313e+00 9.958404e+00
y_rep[720] 1.009117e+01 0.243854028 9.719018e+00 1.000190e+01
y_rep[721] 1.046414e+01 0.236671310 1.000012e+01 1.037505e+01
y_rep[722] 9.757982e+00 0.260467250 9.408927e+00 9.661957e+00
y_rep[723] 1.014785e+01 0.202936660 9.739525e+00 1.006253e+01
y_rep[724] 1.047003e+01 0.213522909 1.009112e+01 1.037729e+01
y_rep[725] 1.054491e+01 0.203747816 1.012173e+01 1.045622e+01
y_rep[726] 1.065734e+01 0.197631554 1.029723e+01 1.056426e+01
y_rep[727] 1.034853e+01 0.219669264 9.927130e+00 1.025686e+01
y_rep[728] 1.043201e+01 0.220311354 9.993130e+00 1.034091e+01
y_rep[729] 1.042604e+01 0.221281561 9.989944e+00 1.034205e+01
y_rep[730] 1.061516e+01 0.262714957 1.021361e+01 1.053360e+01
y_rep[731] 1.060585e+01 0.218744891 1.019467e+01 1.051789e+01
y_rep[732] 1.065890e+01 0.245564012 1.024179e+01 1.056898e+01
y_rep[733] 1.049902e+01 0.198074987 1.013795e+01 1.040867e+01
y_rep[734] 1.129591e+01 0.210531349 1.092679e+01 1.121716e+01
y_rep[735] 1.161355e+01 0.232559769 1.117733e+01 1.152545e+01
y_rep[736] 1.132651e+01 0.256446538 1.092171e+01 1.123243e+01
y_rep[737] 1.137043e+01 0.210241844 1.095848e+01 1.128645e+01
y_rep[738] 1.149919e+01 0.321088663 1.109841e+01 1.139861e+01
y_rep[739] 1.138663e+01 0.207261562 1.097889e+01 1.129561e+01
y_rep[740] 1.172479e+01 0.235140544 1.133963e+01 1.162469e+01
y_rep[741] 1.160941e+01 0.199782313 1.117338e+01 1.151697e+01
y_rep[742] 1.174508e+01 0.213136087 1.137410e+01 1.165272e+01
y_rep[743] 1.176923e+01 0.211549716 1.140629e+01 1.167804e+01
y_rep[744] 1.155982e+01 0.220705522 1.115793e+01 1.146129e+01
y_rep[745] 1.163841e+01 0.204621551 1.125411e+01 1.154829e+01
y_rep[746] 1.133907e+01 0.236307583 1.092226e+01 1.125819e+01
y_rep[747] 1.093619e+01 0.281675356 1.056527e+01 1.085476e+01
y_rep[748] 1.106724e+01 0.200685108 1.069004e+01 1.097017e+01
y_rep[749] 1.120663e+01 0.192531526 1.080376e+01 1.111454e+01
y_rep[750] 1.125434e+01 0.222841273 1.090115e+01 1.115579e+01
y_rep[751] 1.085570e+01 0.189945003 1.050272e+01 1.076754e+01
y_rep[752] 1.069928e+01 2.640892950 1.035734e+01 1.067430e+01
y_rep[753] 1.099288e+01 0.250083081 1.063486e+01 1.090061e+01
y_rep[754] 1.128499e+01 0.247514971 1.091503e+01 1.119611e+01
y_rep[755] 1.154725e+01 0.230726890 1.114039e+01 1.146007e+01
y_rep[756] 1.121061e+01 0.241002734 1.081268e+01 1.111786e+01
y_rep[757] 1.060552e+01 0.229348842 1.022683e+01 1.052467e+01
y_rep[758] 1.048487e+01 0.228181025 1.005404e+01 1.039820e+01
y_rep[759] 1.072092e+01 0.199860721 1.032029e+01 1.062743e+01
y_rep[760] 1.044703e+01 0.217467343 1.008272e+01 1.035453e+01
y_rep[761] 1.057643e+01 0.217021474 1.018473e+01 1.048447e+01
y_rep[762] 1.098923e+01 0.198753690 1.058878e+01 1.090083e+01
y_rep[763] 1.051189e+01 0.265413276 1.013702e+01 1.041306e+01
y_rep[764] 1.044862e+01 0.191349608 1.006228e+01 1.036031e+01
y_rep[765] 1.019480e+01 0.200977218 9.793287e+00 1.011512e+01
y_rep[766] 1.032335e+01 0.190101674 9.916138e+00 1.023896e+01
y_rep[767] 1.011466e+01 0.213578726 9.724428e+00 1.002195e+01
y_rep[768] 1.030257e+01 0.220629217 9.902475e+00 1.021016e+01
y_rep[769] 1.027027e+01 0.262038176 9.875656e+00 1.017297e+01
y_rep[770] 1.009006e+01 0.199237374 9.704757e+00 9.997006e+00
y_rep[771] 1.024920e+01 0.195421064 9.847480e+00 1.016355e+01
y_rep[772] 1.021683e+01 0.210754443 9.802019e+00 1.013239e+01
y_rep[773] 1.019975e+01 0.207867507 9.795151e+00 1.011220e+01
y_rep[774] 1.081440e+01 0.201665173 1.044164e+01 1.072677e+01
y_rep[775] 1.062407e+01 0.205814401 1.024481e+01 1.052775e+01
y_rep[776] 1.029965e+01 0.219846948 9.889436e+00 1.020704e+01
y_rep[777] 1.017693e+01 0.220114394 9.737053e+00 1.008127e+01
y_rep[778] 9.872661e+00 0.224937124 9.485534e+00 9.786635e+00
y_rep[779] 1.039630e+01 0.201803015 9.969581e+00 1.030579e+01
y_rep[780] 1.028851e+01 0.204075532 9.892961e+00 1.018957e+01
y_rep[781] 9.999525e+00 0.216614754 9.633407e+00 9.916802e+00
y_rep[782] 1.015567e+01 0.209953653 9.795198e+00 1.006211e+01
y_rep[783] 9.919592e+00 0.201147776 9.546275e+00 9.827416e+00
y_rep[784] 9.908474e+00 0.189328277 9.537971e+00 9.816024e+00
y_rep[785] 9.660994e+00 0.222699604 9.281414e+00 9.571069e+00
y_rep[786] 9.618971e+00 0.208278149 9.258281e+00 9.532031e+00
y_rep[787] 9.553868e+00 0.222168464 9.150144e+00 9.465093e+00
y_rep[788] 1.000589e+01 0.243594378 9.583697e+00 9.916439e+00
y_rep[789] 1.048358e+01 0.202611059 1.011824e+01 1.039547e+01
y_rep[790] 1.029918e+01 0.216016148 9.933382e+00 1.020889e+01
y_rep[791] 1.004434e+01 0.251649738 9.638524e+00 9.955876e+00
y_rep[792] 1.009015e+01 0.211069775 9.658390e+00 1.000428e+01
y_rep[793] 1.001831e+01 0.180264395 9.638317e+00 9.928276e+00
y_rep[794] 1.058516e+01 0.240488351 1.021531e+01 1.048891e+01
y_rep[795] 1.046743e+01 0.205941711 1.008120e+01 1.037652e+01
y_rep[796] 1.016874e+01 0.218895118 9.738413e+00 1.007242e+01
y_rep[797] 1.004033e+01 0.227641245 9.591649e+00 9.947685e+00
y_rep[798] 1.034369e+01 0.206198141 9.998828e+00 1.024996e+01
y_rep[799] 1.044909e+01 0.206616182 1.006166e+01 1.035483e+01
y_rep[800] 1.035089e+01 0.200914277 9.975350e+00 1.025979e+01
y_rep[801] 1.036201e+01 0.212301156 9.964100e+00 1.027177e+01
y_rep[802] 9.880628e+00 0.230984601 9.472041e+00 9.788318e+00
y_rep[803] 9.951214e+00 0.295379467 9.573622e+00 9.853404e+00
y_rep[804] 1.036754e+01 0.232954289 9.977169e+00 1.027996e+01
y_rep[805] 1.020310e+01 0.236173436 9.783858e+00 1.011897e+01
y_rep[806] 1.024864e+01 0.266834194 9.823334e+00 1.016308e+01
y_rep[807] 1.032102e+01 0.208207092 9.972545e+00 1.022612e+01
y_rep[808] 1.024850e+01 0.229232245 9.814914e+00 1.016365e+01
y_rep[809] 1.020953e+01 0.224721964 9.806987e+00 1.012292e+01
y_rep[810] 1.060294e+01 0.376082019 1.024723e+01 1.050725e+01
y_rep[811] 1.001375e+01 0.213873834 9.603954e+00 9.925205e+00
y_rep[812] 9.547159e+00 0.202690498 9.185017e+00 9.455211e+00
y_rep[813] 9.824116e+00 0.193860510 9.420752e+00 9.736030e+00
y_rep[814] 1.014975e+01 0.196967121 9.757550e+00 1.005338e+01
y_rep[815] 9.867532e+00 0.214643895 9.506772e+00 9.778977e+00
y_rep[816] 1.012396e+01 0.232191951 9.692930e+00 1.003230e+01
y_rep[817] 9.659631e+00 0.213080398 9.241540e+00 9.570978e+00
y_rep[818] 9.602864e+00 0.205741039 9.194247e+00 9.514988e+00
y_rep[819] 9.640246e+00 0.228060441 9.248903e+00 9.546905e+00
y_rep[820] 9.459157e+00 0.216264269 9.031344e+00 9.367458e+00
y_rep[821] 9.415351e+00 0.196980458 9.028857e+00 9.328547e+00
y_rep[822] 9.668930e+00 0.223269386 9.268295e+00 9.583081e+00
y_rep[823] 9.607024e+00 0.188098973 9.248697e+00 9.515702e+00
y_rep[824] 9.463103e+00 0.195869925 9.069127e+00 9.367023e+00
y_rep[825] 9.254820e+00 0.218847715 8.826353e+00 9.156822e+00
y_rep[826] 9.728543e+00 0.233895354 9.320209e+00 9.647023e+00
y_rep[827] 9.786162e+00 0.216141792 9.357592e+00 9.696656e+00
y_rep[828] 9.524814e+00 0.225776633 9.135413e+00 9.432322e+00
y_rep[829] 9.490761e+00 0.257058629 9.052766e+00 9.393999e+00
y_rep[830] 9.677853e+00 0.210741409 9.287886e+00 9.580723e+00
y_rep[831] 9.663306e+00 0.228721194 9.262673e+00 9.565172e+00
y_rep[832] 9.879968e+00 0.217878221 9.448942e+00 9.786514e+00
y_rep[833] 9.862249e+00 0.181970483 9.525766e+00 9.767015e+00
y_rep[834] 9.999589e+00 0.223882003 9.584955e+00 9.907600e+00
y_rep[835] 1.009979e+01 0.205749966 9.687309e+00 1.001700e+01
y_rep[836] 1.011439e+01 0.223257216 9.735594e+00 1.003244e+01
y_rep[837] 1.018438e+01 0.212973651 9.791994e+00 1.008882e+01
y_rep[838] 1.006062e+01 0.184715373 9.730940e+00 9.973765e+00
y_rep[839] 9.839527e+00 0.208678566 9.438578e+00 9.759217e+00
y_rep[840] 9.825022e+00 0.193162593 9.433457e+00 9.735411e+00
y_rep[841] 1.011782e+01 0.221315454 9.697245e+00 1.002445e+01
y_rep[842] 1.154964e+01 0.219026710 1.114278e+01 1.145720e+01
y_rep[843] 1.120969e+01 0.222589743 1.078513e+01 1.111663e+01
y_rep[844] 1.141837e+01 0.197732643 1.100148e+01 1.133230e+01
y_rep[845] 1.133826e+01 0.202924452 1.093216e+01 1.124914e+01
y_rep[846] 1.156713e+01 0.404957274 1.116868e+01 1.148839e+01
y_rep[847] 1.193026e+01 0.197161447 1.155673e+01 1.184172e+01
y_rep[848] 1.193781e+01 0.226477003 1.159525e+01 1.184447e+01
y_rep[849] 1.173716e+01 0.215273271 1.130087e+01 1.164884e+01
y_rep[850] 1.191879e+01 0.229576145 1.153540e+01 1.182524e+01
y_rep[851] 1.199260e+01 0.205099217 1.161412e+01 1.189775e+01
y_rep[852] 1.212742e+01 0.247068593 1.174607e+01 1.203339e+01
y_rep[853] 1.199847e+01 0.217352946 1.161969e+01 1.190764e+01
y_rep[854] 1.210403e+01 0.205043290 1.171462e+01 1.201410e+01
y_rep[855] 1.201568e+01 0.264122739 1.161970e+01 1.192184e+01
y_rep[856] 1.204191e+01 0.205985729 1.168369e+01 1.194781e+01
y_rep[857] 1.201601e+01 0.355243441 1.159437e+01 1.194011e+01
y_rep[858] 1.251875e+01 0.224792415 1.211474e+01 1.243089e+01
y_rep[859] 1.199523e+01 0.196310323 1.159962e+01 1.190536e+01
y_rep[860] 1.203789e+01 0.224673017 1.162965e+01 1.195561e+01
y_rep[861] 1.200417e+01 0.212634031 1.156743e+01 1.191726e+01
y_rep[862] 1.228795e+01 0.500072324 1.194084e+01 1.218587e+01
y_rep[863] 1.228172e+01 0.327230510 1.186334e+01 1.220413e+01
y_rep[864] 1.219324e+01 0.248452509 1.175996e+01 1.210281e+01
y_rep[865] 1.160928e+01 0.185337962 1.125102e+01 1.151528e+01
y_rep[866] 1.187770e+01 0.225314173 1.145016e+01 1.178669e+01
y_rep[867] 1.215388e+01 0.219067275 1.176456e+01 1.206462e+01
y_rep[868] 1.209060e+01 0.214175038 1.170164e+01 1.200591e+01
y_rep[869] 1.174244e+01 0.195783881 1.138165e+01 1.165388e+01
y_rep[870] 1.180436e+01 0.229319686 1.137924e+01 1.170734e+01
y_rep[871] 1.258578e+01 0.205139951 1.223268e+01 1.249137e+01
y_rep[872] 1.260835e+01 0.213638170 1.219276e+01 1.251567e+01
y_rep[873] 1.256470e+01 0.229943141 1.217677e+01 1.247583e+01
y_rep[874] 1.272187e+01 0.209410985 1.229788e+01 1.263255e+01
y_rep[875] 1.248318e+01 0.340725253 1.202414e+01 1.238984e+01
y_rep[876] 1.245437e+01 0.207197365 1.207473e+01 1.236090e+01
y_rep[877] 1.234610e+01 0.242012138 1.190924e+01 1.225182e+01
y_rep[878] 1.238916e+01 0.288035009 1.196604e+01 1.229211e+01
y_rep[879] 1.235551e+01 0.212284799 1.194517e+01 1.227217e+01
y_rep[880] 1.215096e+01 0.213886443 1.168678e+01 1.206730e+01
y_rep[881] 1.188167e+01 0.227473773 1.149436e+01 1.177884e+01
y_rep[882] 1.200531e+01 0.198463419 1.162019e+01 1.191133e+01
y_rep[883] 1.183923e+01 0.228332800 1.143159e+01 1.174389e+01
y_rep[884] 1.186888e+01 0.235929587 1.144587e+01 1.177454e+01
y_rep[885] 1.181151e+01 0.218492554 1.141451e+01 1.172546e+01
y_rep[886] 1.189481e+01 0.237437158 1.150506e+01 1.181135e+01
y_rep[887] 1.175571e+01 0.224184696 1.136449e+01 1.166571e+01
y_rep[888] 1.199982e+01 0.185412670 1.162049e+01 1.191722e+01
y_rep[889] 1.173737e+01 0.203272035 1.135907e+01 1.164863e+01
y_rep[890] 1.143599e+01 0.286664448 1.103250e+01 1.134808e+01
y_rep[891] 1.150292e+01 0.227998963 1.109623e+01 1.141045e+01
y_rep[892] 1.129051e+01 0.199854251 1.092267e+01 1.119799e+01
y_rep[893] 1.099798e+01 0.213589103 1.062074e+01 1.091297e+01
y_rep[894] 1.042735e+01 0.243822186 1.002093e+01 1.032691e+01
y_rep[895] 1.009654e+01 0.237885429 9.686942e+00 1.001203e+01
y_rep[896] 9.883973e+00 0.253641469 9.521535e+00 9.791435e+00
y_rep[897] 9.933621e+00 0.230813825 9.514341e+00 9.836026e+00
y_rep[898] 9.638181e+00 0.303121230 9.278560e+00 9.541291e+00
y_rep[899] 9.773811e+00 0.195835078 9.347913e+00 9.691023e+00
y_rep[900] 9.746347e+00 0.211503129 9.360336e+00 9.652363e+00
y_rep[901] 9.654024e+00 0.201859283 9.269363e+00 9.559737e+00
y_rep[902] 9.721312e+00 0.215512037 9.319274e+00 9.630288e+00
y_rep[903] 9.853624e+00 0.221953607 9.469622e+00 9.756190e+00
y_rep[904] 9.829804e+00 0.195481108 9.427625e+00 9.741633e+00
y_rep[905] 9.707455e+00 0.201488732 9.329344e+00 9.614100e+00
y_rep[906] 9.983934e+00 0.200550357 9.571868e+00 9.895508e+00
y_rep[907] 9.621105e+00 0.211770858 9.214224e+00 9.529387e+00
y_rep[908] 9.573796e+00 0.210126286 9.178695e+00 9.489547e+00
y_rep[909] 9.343591e+00 0.205510191 8.939775e+00 9.252016e+00
y_rep[910] 9.345643e+00 0.218601367 8.940221e+00 9.256697e+00
y_rep[911] 9.314434e+00 0.219956898 8.944135e+00 9.221030e+00
y_rep[912] 9.769237e+00 0.208120344 9.336916e+00 9.681809e+00
y_rep[913] 9.549025e+00 0.220059687 9.170630e+00 9.455380e+00
y_rep[914] 9.245950e+00 0.282492526 8.862509e+00 9.157241e+00
y_rep[915] 9.704350e+00 0.206204409 9.331629e+00 9.616475e+00
y_rep[916] 9.560200e+00 0.195214944 9.201426e+00 9.472558e+00
y_rep[917] 9.506753e+00 0.206027545 9.136186e+00 9.415397e+00
y_rep[918] 9.376696e+00 0.194547464 8.992318e+00 9.285764e+00
y_rep[919] 9.376623e+00 0.214244349 8.952180e+00 9.290833e+00
y_rep[920] 9.038061e+00 0.219524927 8.659232e+00 8.943831e+00
y_rep[921] 9.195668e+00 0.181425663 8.849955e+00 9.104142e+00
y_rep[922] 8.995334e+00 0.232125085 8.615629e+00 8.893484e+00
y_rep[923] 9.009269e+00 0.206477664 8.635440e+00 8.911784e+00
y_rep[924] 9.286690e+00 0.206252907 8.892203e+00 9.195928e+00
y_rep[925] 9.272142e+00 0.243996790 8.877762e+00 9.181981e+00
y_rep[926] 9.229296e+00 0.197194381 8.869830e+00 9.138902e+00
y_rep[927] 9.270330e+00 0.209284397 8.870977e+00 9.185982e+00
y_rep[928] 9.556032e+00 0.198952345 9.180784e+00 9.467106e+00
y_rep[929] 9.294134e+00 0.215774923 8.912160e+00 9.199784e+00
y_rep[930] 9.854369e+00 0.183812522 9.474178e+00 9.767304e+00
y_rep[931] 9.900177e+00 0.213728445 9.562730e+00 9.805588e+00
y_rep[932] 9.766706e+00 0.193466572 9.379515e+00 9.678726e+00
y_rep[933] 9.563812e+00 0.214012880 9.137699e+00 9.477229e+00
y_rep[934] 9.426461e+00 0.234576356 9.005728e+00 9.337169e+00
y_rep[935] 9.421774e+00 0.231175051 9.038548e+00 9.328632e+00
y_rep[936] 9.733378e+00 0.223314453 9.361303e+00 9.641619e+00
y_rep[937] 9.878636e+00 0.212210193 9.501112e+00 9.785893e+00
y_rep[938] 9.547736e+00 0.262372719 9.192338e+00 9.459421e+00
y_rep[939] 9.537796e+00 0.207115670 9.126209e+00 9.442968e+00
y_rep[940] 9.390366e+00 0.214034434 9.003785e+00 9.301577e+00
y_rep[941] 9.373771e+00 0.196110949 8.991976e+00 9.295680e+00
y_rep[942] 9.361152e+00 0.221167661 9.002243e+00 9.270636e+00
y_rep[943] 9.532381e+00 0.248034562 9.116284e+00 9.436842e+00
y_rep[944] 9.193044e+00 0.226107852 8.790513e+00 9.100316e+00
y_rep[945] 9.203281e+00 0.227255145 8.834106e+00 9.112750e+00
y_rep[946] 9.193698e+00 0.196296090 8.774905e+00 9.112644e+00
y_rep[947] 8.816936e+00 0.206074472 8.419842e+00 8.727258e+00
y_rep[948] 8.772306e+00 0.193705082 8.400779e+00 8.685362e+00
y_rep[949] 8.453355e+00 0.214958933 8.057270e+00 8.361205e+00
y_rep[950] 8.269606e+00 0.198366053 7.863497e+00 8.183175e+00
y_rep[951] 8.126268e+00 0.209145456 7.736681e+00 8.042395e+00
y_rep[952] 8.475546e+00 0.257729077 8.085521e+00 8.385446e+00
y_rep[953] 8.160943e+00 0.202174459 7.799302e+00 8.069467e+00
y_rep[954] 8.442809e+00 0.259152724 8.056789e+00 8.358372e+00
y_rep[955] 8.483596e+00 0.258154410 8.049381e+00 8.394892e+00
y_rep[956] 8.443061e+00 0.211233973 8.052245e+00 8.350500e+00
y_rep[957] 8.383686e+00 0.202180429 7.981650e+00 8.286047e+00
y_rep[958] 8.356968e+00 0.216671159 7.958675e+00 8.268554e+00
y_rep[959] 8.216224e+00 0.285780299 7.819765e+00 8.121789e+00
y_rep[960] 8.554418e+00 0.235624547 8.141231e+00 8.459593e+00
y_rep[961] 8.996307e+00 0.233931341 8.612110e+00 8.904594e+00
y_rep[962] 8.684666e+00 0.209145930 8.276602e+00 8.593845e+00
y_rep[963] 8.735132e+00 0.214010713 8.333477e+00 8.646479e+00
y_rep[964] 8.600544e+00 0.211271764 8.175941e+00 8.513406e+00
y_rep[965] 9.143024e+00 0.225805520 8.750119e+00 9.054454e+00
y_rep[966] 9.185309e+00 0.218767301 8.824740e+00 9.089848e+00
y_rep[967] 9.304757e+00 0.228984997 8.895822e+00 9.209155e+00
y_rep[968] 9.299807e+00 0.269196270 8.850279e+00 9.208620e+00
y_rep[969] 9.349356e+00 0.265234399 8.947355e+00 9.265991e+00
y_rep[970] 9.516218e+00 0.220727476 9.132657e+00 9.422620e+00
y_rep[971] 9.985225e+00 0.199839370 9.612440e+00 9.897541e+00
y_rep[972] 1.004770e+01 0.215815990 9.627955e+00 9.945873e+00
y_rep[973] 1.037937e+01 0.228679850 9.997318e+00 1.028676e+01
y_rep[974] 1.044617e+01 0.217343822 1.006070e+01 1.036091e+01
y_rep[975] 1.051881e+01 0.216187633 1.011759e+01 1.042987e+01
y_rep[976] 1.046299e+01 0.223012131 1.011246e+01 1.037075e+01
y_rep[977] 1.043639e+01 0.207874355 1.007178e+01 1.034015e+01
y_rep[978] 1.038584e+01 0.209071389 9.984510e+00 1.030406e+01
y_rep[979] 1.104724e+01 0.260958704 1.061304e+01 1.096249e+01
y_rep[980] 1.105375e+01 0.241928199 1.069578e+01 1.095837e+01
y_rep[981] 1.107988e+01 0.212170440 1.070875e+01 1.098591e+01
y_rep[982] 1.140538e+01 0.577453607 1.099498e+01 1.130015e+01
y_rep[983] 1.154107e+01 0.322990173 1.104991e+01 1.144453e+01
y_rep[984] 1.150069e+01 0.216170093 1.112122e+01 1.141585e+01
y_rep[985] 1.175686e+01 0.182960675 1.136739e+01 1.166933e+01
y_rep[986] 1.170543e+01 0.216894738 1.132159e+01 1.160435e+01
y_rep[987] 1.167167e+01 0.204016265 1.128772e+01 1.157312e+01
y_rep[988] 1.162715e+01 0.210938501 1.119748e+01 1.154578e+01
y_rep[989] 1.216208e+01 0.199219402 1.181400e+01 1.207633e+01
y_rep[990] 1.280737e+01 0.213907017 1.239689e+01 1.271667e+01
y_rep[991] 1.282962e+01 0.251401913 1.236412e+01 1.274389e+01
y_rep[992] 1.272581e+01 0.218433057 1.231098e+01 1.264242e+01
y_rep[993] 1.261694e+01 0.278257498 1.225476e+01 1.251940e+01
y_rep[994] 1.264479e+01 0.201036065 1.228066e+01 1.255674e+01
y_rep[995] 1.259381e+01 0.227192824 1.217198e+01 1.250588e+01
y_rep[996] 1.235945e+01 0.176132206 1.200979e+01 1.227516e+01
y_rep[997] 1.241938e+01 0.219794116 1.202537e+01 1.232674e+01
y_rep[998] 1.214323e+01 0.243303492 1.173987e+01 1.205292e+01
y_rep[999] 1.210852e+01 0.214318517 1.175359e+01 1.201654e+01
y_rep[1000] 1.227451e+01 0.226077368 1.186715e+01 1.218226e+01
y_rep[1001] 1.225256e+01 0.193064323 1.187133e+01 1.216437e+01
y_rep[1002] 1.183217e+01 0.226293497 1.143247e+01 1.174018e+01
y_rep[1003] 1.224816e+01 0.211159833 1.185793e+01 1.215417e+01
y_rep[1004] 1.202256e+01 0.216411625 1.161955e+01 1.193596e+01
y_rep[1005] 1.172356e+01 0.299432801 1.133383e+01 1.163862e+01
y_rep[1006] 1.173102e+01 0.268630291 1.129991e+01 1.164166e+01
y_rep[1007] 1.192665e+01 0.267052267 1.148386e+01 1.183341e+01
y_rep[1008] 1.161318e+01 0.234338821 1.125481e+01 1.152064e+01
y_rep[1009] 1.156974e+01 0.214549299 1.117025e+01 1.148681e+01
y_rep[1010] 1.145900e+01 0.223356666 1.106386e+01 1.137244e+01
y_rep[1011] 1.129749e+01 0.197553766 1.090964e+01 1.120816e+01
y_rep[1012] 1.054994e+01 0.201747787 1.013736e+01 1.046486e+01
y_rep[1013] 1.038614e+01 0.224250013 1.003231e+01 1.029029e+01
y_rep[1014] 1.042354e+01 0.184923032 1.006061e+01 1.033439e+01
y_rep[1015] 1.034975e+01 0.308941587 9.970387e+00 1.026197e+01
y_rep[1016] 1.027099e+01 0.211895200 9.867556e+00 1.018281e+01
y_rep[1017] 1.020790e+01 0.218213509 9.827004e+00 1.011063e+01
y_rep[1018] 1.027954e+01 0.206765856 9.908548e+00 1.018600e+01
y_rep[1019] 1.052779e+01 0.267086923 1.011073e+01 1.043995e+01
y_rep[1020] 1.079055e+01 0.207175927 1.037676e+01 1.070141e+01
y_rep[1021] 1.110064e+01 0.229304278 1.068855e+01 1.100376e+01
y_rep[1022] 1.106912e+01 0.235806680 1.065234e+01 1.097572e+01
y_rep[1023] 1.071912e+01 0.205270597 1.027605e+01 1.062872e+01
y_rep[1024] 1.080702e+01 0.196965986 1.045134e+01 1.071173e+01
y_rep[1025] 1.128746e+01 0.235859287 1.085493e+01 1.120057e+01
y_rep[1026] 1.070513e+01 0.203361473 1.036201e+01 1.061463e+01
y_rep[1027] 1.069933e+01 0.198236188 1.032690e+01 1.060951e+01
y_rep[1028] 1.053036e+01 0.193782264 1.014306e+01 1.044115e+01
y_rep[1029] 1.068470e+01 0.221597282 1.030718e+01 1.058414e+01
y_rep[1030] 1.057001e+01 0.201193490 1.017621e+01 1.047902e+01
y_rep[1031] 1.048462e+01 0.199896066 1.009847e+01 1.039098e+01
y_rep[1032] 1.058454e+01 0.304965192 1.019425e+01 1.048400e+01
y_rep[1033] 1.070738e+01 0.243668530 1.032350e+01 1.060591e+01
y_rep[1034] 1.077023e+01 0.232413715 1.036735e+01 1.068321e+01
y_rep[1035] 1.072334e+01 0.193786479 1.035994e+01 1.062828e+01
y_rep[1036] 1.064594e+01 0.234788728 1.023933e+01 1.056580e+01
y_rep[1037] 1.086201e+01 0.202493848 1.049259e+01 1.076913e+01
y_rep[1038] 1.128444e+01 0.221062966 1.081473e+01 1.119707e+01
y_rep[1039] 1.146057e+01 0.306713903 1.108058e+01 1.137498e+01
y_rep[1040] 1.146009e+01 0.231618498 1.107286e+01 1.136392e+01
y_rep[1041] 1.132434e+01 0.204606468 1.095971e+01 1.123317e+01
y_rep[1042] 1.092225e+01 0.231157394 1.055247e+01 1.083271e+01
y_rep[1043] 1.087918e+01 0.211520364 1.046427e+01 1.079369e+01
y_rep[1044] 1.072458e+01 0.203451419 1.034620e+01 1.063258e+01
y_rep[1045] 1.095769e+01 0.201244228 1.053561e+01 1.087137e+01
y_rep[1046] 1.080851e+01 0.218216676 1.041797e+01 1.071047e+01
y_rep[1047] 1.068953e+01 0.213281371 1.028212e+01 1.060830e+01
y_rep[1048] 1.068731e+01 0.212441407 1.029566e+01 1.059065e+01
y_rep[1049] 1.058806e+01 0.217027440 1.017017e+01 1.049268e+01
y_rep[1050] 1.057770e+01 0.265641501 1.016123e+01 1.049444e+01
y_rep[1051] 1.081073e+01 0.218382699 1.044587e+01 1.071788e+01
y_rep[1052] 1.057717e+01 0.200163967 1.017044e+01 1.048782e+01
y_rep[1053] 1.022177e+01 0.302236474 9.819185e+00 1.013366e+01
y_rep[1054] 1.015482e+01 0.183987163 9.762869e+00 1.006418e+01
y_rep[1055] 1.013275e+01 0.245873975 9.738329e+00 1.003686e+01
y_rep[1056] 9.864865e+00 0.206273816 9.486145e+00 9.775302e+00
y_rep[1057] 1.006467e+01 0.229542922 9.666079e+00 9.978899e+00
y_rep[1058] 1.005316e+01 0.242982024 9.677187e+00 9.972213e+00
y_rep[1059] 9.728336e+00 0.204303761 9.326110e+00 9.643806e+00
y_rep[1060] 9.399825e+00 0.229525767 8.997294e+00 9.307979e+00
y_rep[1061] 8.766354e+00 0.240472792 8.333530e+00 8.679723e+00
y_rep[1062] 8.623321e+00 0.216068109 8.256904e+00 8.529280e+00
y_rep[1063] 8.895571e+00 0.215638669 8.506741e+00 8.809272e+00
y_rep[1064] 9.222659e+00 0.210912663 8.825715e+00 9.128315e+00
y_rep[1065] 9.186773e+00 0.202105810 8.795663e+00 9.100072e+00
y_rep[1066] 8.739215e+00 0.232658043 8.343823e+00 8.637558e+00
y_rep[1067] 8.706504e+00 0.198948700 8.284392e+00 8.621368e+00
y_rep[1068] 9.454594e+00 0.288982457 9.035380e+00 9.353113e+00
y_rep[1069] 9.435454e+00 0.215904377 9.034233e+00 9.345362e+00
y_rep[1070] 9.531927e+00 0.211536732 9.161770e+00 9.438385e+00
y_rep[1071] 9.415146e+00 0.187633944 9.013654e+00 9.326715e+00
y_rep[1072] 8.957280e+00 0.235396533 8.500008e+00 8.870265e+00
y_rep[1073] 8.777320e+00 0.205293178 8.414292e+00 8.692102e+00
y_rep[1074] 8.965801e+00 0.257724671 8.566789e+00 8.877133e+00
y_rep[1075] 9.088766e+00 0.221534101 8.691276e+00 9.000987e+00
y_rep[1076] 9.464377e+00 0.189979752 9.086332e+00 9.374907e+00
y_rep[1077] 9.330740e+00 0.206704064 8.945717e+00 9.242279e+00
y_rep[1078] 9.061056e+00 0.209360039 8.658243e+00 8.970258e+00
y_rep[1079] 8.975913e+00 0.236562923 8.591804e+00 8.887347e+00
y_rep[1080] 8.635478e+00 0.218384235 8.226330e+00 8.546941e+00
y_rep[1081] 8.877351e+00 0.219278683 8.525930e+00 8.780798e+00
y_rep[1082] 8.880527e+00 0.227564163 8.514753e+00 8.782110e+00
y_rep[1083] 9.100336e+00 0.264991380 8.696400e+00 9.008438e+00
y_rep[1084] 9.108409e+00 0.200784795 8.693312e+00 9.018602e+00
y_rep[1085] 8.931338e+00 0.217152880 8.567299e+00 8.839678e+00
y_rep[1086] 8.845056e+00 0.195372200 8.470639e+00 8.754760e+00
y_rep[1087] 8.674169e+00 0.202533888 8.272189e+00 8.583537e+00
y_rep[1088] 8.566021e+00 0.235693681 8.160538e+00 8.472039e+00
y_rep[1089] 8.680938e+00 0.193738047 8.353761e+00 8.598505e+00
y_rep[1090] 8.472455e+00 0.204502546 8.064915e+00 8.381192e+00
y_rep[1091] 8.050659e+00 0.202053348 7.618136e+00 7.966962e+00
y_rep[1092] 7.775929e+00 0.196142851 7.416601e+00 7.686884e+00
y_rep[1093] 7.854681e+00 0.332080363 7.464114e+00 7.762079e+00
y_rep[1094] 7.787539e+00 0.211528082 7.434656e+00 7.702173e+00
y_rep[1095] 8.855061e+00 0.224918337 8.481111e+00 8.763986e+00
y_rep[1096] 9.001594e+00 0.277191131 8.595658e+00 8.901955e+00
y_rep[1097] 9.032658e+00 0.217521704 8.583674e+00 8.941685e+00
y_rep[1098] 8.900873e+00 0.207049504 8.518794e+00 8.806010e+00
y_rep[1099] 8.885404e+00 0.206580683 8.492161e+00 8.806222e+00
y_rep[1100] 8.759446e+00 0.210314426 8.388035e+00 8.673532e+00
y_rep[1101] 8.815327e+00 0.200322381 8.423811e+00 8.730017e+00
y_rep[1102] 8.772444e+00 0.217343679 8.401372e+00 8.677740e+00
y_rep[1103] 8.557863e+00 0.260585945 8.189041e+00 8.464319e+00
y_rep[1104] 8.581590e+00 0.226554570 8.228430e+00 8.485746e+00
y_rep[1105] 8.585984e+00 0.203363308 8.210285e+00 8.496502e+00
y_rep[1106] 8.418486e+00 0.210176625 8.046839e+00 8.325950e+00
y_rep[1107] 8.559716e+00 0.225217545 8.175468e+00 8.463506e+00
y_rep[1108] 8.395976e+00 0.281559318 7.970397e+00 8.307443e+00
y_rep[1109] 8.619049e+00 0.205804437 8.209950e+00 8.524731e+00
y_rep[1110] 8.993281e+00 0.273712029 8.604178e+00 8.911434e+00
y_rep[1111] 8.986151e+00 0.235595484 8.583524e+00 8.903874e+00
y_rep[1112] 8.765774e+00 0.217549011 8.360365e+00 8.679866e+00
y_rep[1113] 8.912464e+00 0.190496092 8.543187e+00 8.821347e+00
y_rep[1114] 8.814074e+00 0.196826376 8.453158e+00 8.725993e+00
y_rep[1115] 8.704277e+00 0.294230184 8.332637e+00 8.611030e+00
y_rep[1116] 8.900903e+00 0.251928710 8.484619e+00 8.814735e+00
y_rep[1117] 9.362577e+00 0.259254448 8.935022e+00 9.262664e+00
y_rep[1118] 8.568174e+00 0.215809032 8.175757e+00 8.472627e+00
y_rep[1119] 8.655124e+00 0.214558740 8.289399e+00 8.567003e+00
y_rep[1120] 8.438559e+00 0.237768293 7.973767e+00 8.355471e+00
y_rep[1121] 8.300981e+00 0.237952023 7.895055e+00 8.205218e+00
y_rep[1122] 8.684814e+00 0.225422998 8.233489e+00 8.594475e+00
y_rep[1123] 8.651507e+00 0.201842711 8.262846e+00 8.559127e+00
y_rep[1124] 8.538432e+00 0.234115813 8.145548e+00 8.445811e+00
y_rep[1125] 9.294177e+00 0.243790134 8.868213e+00 9.210200e+00
y_rep[1126] 9.293102e+00 0.226631652 8.899659e+00 9.201434e+00
y_rep[1127] 9.404191e+00 0.199968134 9.023148e+00 9.318685e+00
y_rep[1128] 9.341948e+00 0.206836968 8.881094e+00 9.255331e+00
y_rep[1129] 9.483845e+00 0.216538991 9.092430e+00 9.388824e+00
y_rep[1130] 9.480257e+00 0.217996458 9.063192e+00 9.391845e+00
y_rep[1131] 9.570707e+00 0.222148949 9.116679e+00 9.484521e+00
y_rep[1132] 9.413888e+00 0.196315177 9.045447e+00 9.319490e+00
y_rep[1133] 9.026125e+00 0.247018543 8.598886e+00 8.940615e+00
y_rep[1134] 9.085887e+00 0.216345877 8.705751e+00 8.997527e+00
y_rep[1135] 9.441111e+00 0.222997564 9.052072e+00 9.358510e+00
y_rep[1136] 9.491566e+00 0.228841512 9.081128e+00 9.401918e+00
y_rep[1137] 9.595722e+00 0.226504046 9.217729e+00 9.502399e+00
y_rep[1138] 9.530314e+00 0.250465826 9.126384e+00 9.444320e+00
y_rep[1139] 9.507771e+00 0.270823213 9.099004e+00 9.410480e+00
y_rep[1140] 9.374639e+00 0.246692303 8.982369e+00 9.280057e+00
y_rep[1141] 9.314411e+00 0.244519403 8.909652e+00 9.218674e+00
y_rep[1142] 9.202939e+00 0.219213770 8.837530e+00 9.107071e+00
y_rep[1143] 9.249675e+00 0.192469402 8.868036e+00 9.160724e+00
y_rep[1144] 9.278383e+00 0.213733633 8.874195e+00 9.194874e+00
y_rep[1145] 9.960727e+00 0.211876181 9.591601e+00 9.860768e+00
y_rep[1146] 9.877687e+00 0.195481568 9.496566e+00 9.784719e+00
y_rep[1147] 1.042054e+01 0.217807677 1.000728e+01 1.033375e+01
y_rep[1148] 1.000456e+01 0.218889856 9.608333e+00 9.910042e+00
y_rep[1149] 1.063860e+01 0.199841344 1.025803e+01 1.055398e+01
y_rep[1150] 1.039842e+01 0.264987104 1.000901e+01 1.031556e+01
y_rep[1151] 1.039185e+01 0.197991948 1.002492e+01 1.029468e+01
y_rep[1152] 1.030939e+01 0.219667851 9.890547e+00 1.022532e+01
y_rep[1153] 1.022574e+01 0.282950165 9.784544e+00 1.013504e+01
y_rep[1154] 1.050467e+01 0.217105477 1.009931e+01 1.042061e+01
y_rep[1155] 1.199848e+01 0.222369840 1.161117e+01 1.190544e+01
y_rep[1156] 1.123051e+01 0.212355217 1.082490e+01 1.114454e+01
y_rep[1157] 1.104676e+01 0.202061730 1.065337e+01 1.095834e+01
y_rep[1158] 1.116053e+01 0.210634151 1.076059e+01 1.106993e+01
y_rep[1159] 1.105192e+01 0.248914805 1.068300e+01 1.095253e+01
y_rep[1160] 1.098201e+01 0.199670520 1.060137e+01 1.088951e+01
y_rep[1161] 1.112495e+01 0.206329390 1.072722e+01 1.103348e+01
y_rep[1162] 1.096586e+01 0.200980968 1.060366e+01 1.088196e+01
y_rep[1163] 1.091556e+01 0.227184142 1.051766e+01 1.081930e+01
y_rep[1164] 1.097749e+01 0.234226852 1.054488e+01 1.089468e+01
y_rep[1165] 1.104534e+01 0.220682780 1.062398e+01 1.095394e+01
y_rep[1166] 1.103338e+01 0.212504210 1.059703e+01 1.094810e+01
y_rep[1167] 1.119429e+01 0.210801983 1.080234e+01 1.110131e+01
y_rep[1168] 1.085735e+01 0.192959046 1.050527e+01 1.076315e+01
y_rep[1169] 1.066754e+01 0.222554215 1.023319e+01 1.058774e+01
y_rep[1170] 1.057438e+01 0.207357000 1.017803e+01 1.048077e+01
y_rep[1171] 1.037485e+01 0.229913925 9.989647e+00 1.028064e+01
y_rep[1172] 9.946333e+00 0.238973287 9.578884e+00 9.847429e+00
y_rep[1173] 1.026197e+01 0.217038463 9.894232e+00 1.017161e+01
y_rep[1174] 1.014976e+01 0.214148160 9.724369e+00 1.005986e+01
y_rep[1175] 1.012153e+01 0.222300695 9.679494e+00 1.003057e+01
y_rep[1176] 1.019080e+01 0.216255409 9.779347e+00 1.009396e+01
y_rep[1177] 9.997307e+00 0.219989175 9.627962e+00 9.908777e+00
y_rep[1178] 9.466502e+00 0.219254960 9.089167e+00 9.373831e+00
y_rep[1179] 9.625032e+00 0.237891401 9.259088e+00 9.535337e+00
y_rep[1180] 9.717415e+00 0.225026569 9.328294e+00 9.629039e+00
y_rep[1181] 9.635109e+00 0.245938740 9.232568e+00 9.546391e+00
y_rep[1182] 9.578722e+00 0.220317122 9.233088e+00 9.483512e+00
y_rep[1183] 9.496823e+00 0.202256333 9.096947e+00 9.404661e+00
y_rep[1184] 9.988943e+00 0.262401646 9.616549e+00 9.887734e+00
y_rep[1185] 1.006546e+01 0.219515085 9.689749e+00 9.973600e+00
y_rep[1186] 9.937160e+00 0.244578703 9.551750e+00 9.842661e+00
y_rep[1187] 9.704052e+00 0.232865054 9.274076e+00 9.620373e+00
y_rep[1188] 1.021324e+01 0.235691239 9.807605e+00 1.011251e+01
y_rep[1189] 1.028825e+01 0.200014594 9.875910e+00 1.019286e+01
y_rep[1190] 1.006626e+01 0.192639761 9.687438e+00 9.977320e+00
y_rep[1191] 1.019086e+01 0.241247552 9.785378e+00 1.010805e+01
y_rep[1192] 1.002213e+01 0.209210815 9.633104e+00 9.928564e+00
y_rep[1193] 1.030267e+01 0.201753773 9.903069e+00 1.021493e+01
y_rep[1194] 1.044593e+01 0.197917432 1.009590e+01 1.035960e+01
y_rep[1195] 1.022641e+01 0.232704757 9.858565e+00 1.012696e+01
y_rep[1196] 1.136219e+01 0.205675222 1.094698e+01 1.127215e+01
y_rep[1197] 1.151872e+01 0.210319813 1.109734e+01 1.143175e+01
y_rep[1198] 1.131182e+01 0.208476854 1.093891e+01 1.121500e+01
y_rep[1199] 1.137992e+01 0.210268469 1.100936e+01 1.129213e+01
y_rep[1200] 1.148532e+01 0.208618618 1.112996e+01 1.140119e+01
y_rep[1201] 1.128473e+01 0.194862302 1.091961e+01 1.119560e+01
y_rep[1202] 1.110437e+01 0.202792077 1.071432e+01 1.101384e+01
y_rep[1203] 1.121595e+01 0.216748634 1.081984e+01 1.113170e+01
y_rep[1204] 1.102927e+01 0.202855737 1.066680e+01 1.093597e+01
y_rep[1205] 1.099070e+01 0.375574534 1.057105e+01 1.091167e+01
y_rep[1206] 1.104467e+01 0.195635060 1.064590e+01 1.095334e+01
y_rep[1207] 1.091653e+01 0.258072585 1.050164e+01 1.082627e+01
y_rep[1208] 1.085940e+01 0.194547175 1.048980e+01 1.077691e+01
y_rep[1209] 1.100220e+01 0.234671543 1.062410e+01 1.092147e+01
y_rep[1210] 1.094817e+01 0.185705844 1.057771e+01 1.085637e+01
y_rep[1211] 1.053756e+01 0.243396235 1.009590e+01 1.044539e+01
y_rep[1212] 1.064198e+01 0.215065829 1.027468e+01 1.055109e+01
y_rep[1213] 1.059402e+01 0.217656720 1.019976e+01 1.050144e+01
y_rep[1214] 1.058676e+01 0.247355939 1.018859e+01 1.048308e+01
y_rep[1215] 1.108458e+01 0.224020936 1.072809e+01 1.099311e+01
y_rep[1216] 1.106350e+01 0.185323912 1.067558e+01 1.097926e+01
y_rep[1217] 1.074074e+01 0.232983458 1.038607e+01 1.065311e+01
y_rep[1218] 1.069673e+01 0.212747441 1.027660e+01 1.061105e+01
y_rep[1219] 9.837750e+00 0.201470855 9.440718e+00 9.743295e+00
y_rep[1220] 9.528830e+00 0.217682245 9.089372e+00 9.440976e+00
y_rep[1221] 1.001143e+01 0.193847145 9.612697e+00 9.923261e+00
y_rep[1222] 1.043037e+01 0.197061154 1.002794e+01 1.034736e+01
y_rep[1223] 9.824666e+00 0.211621982 9.424390e+00 9.738366e+00
y_rep[1224] 1.002358e+01 0.208214220 9.642027e+00 9.927918e+00
y_rep[1225] 9.841335e+00 0.212098099 9.438645e+00 9.746877e+00
y_rep[1226] 9.914204e+00 0.206014587 9.462185e+00 9.824497e+00
y_rep[1227] 1.024164e+01 0.225804774 9.847903e+00 1.014573e+01
y_rep[1228] 1.026579e+01 0.231255767 9.852139e+00 1.018006e+01
y_rep[1229] 1.005819e+01 0.227341110 9.653816e+00 9.963135e+00
y_rep[1230] 9.936661e+00 0.205131826 9.579390e+00 9.839941e+00
y_rep[1231] 9.738527e+00 0.236103620 9.322308e+00 9.646988e+00
y_rep[1232] 9.709601e+00 0.204222091 9.352153e+00 9.617857e+00
y_rep[1233] 9.572168e+00 0.210020164 9.215688e+00 9.480990e+00
y_rep[1234] 9.546300e+00 0.321967068 9.158865e+00 9.441361e+00
y_rep[1235] 9.431124e+00 0.188430339 9.039205e+00 9.338670e+00
y_rep[1236] 9.254158e+00 0.218232763 8.883836e+00 9.157868e+00
y_rep[1237] 9.353501e+00 0.195895065 8.964636e+00 9.268866e+00
y_rep[1238] 9.071958e+00 0.185284923 8.715877e+00 8.984685e+00
y_rep[1239] 9.304280e+00 0.197735839 8.947004e+00 9.213367e+00
y_rep[1240] 9.088600e+00 0.218469183 8.671890e+00 9.001608e+00
y_rep[1241] 9.063019e+00 0.192423433 8.707360e+00 8.973437e+00
y_rep[1242] 9.235307e+00 0.233700591 8.846716e+00 9.143014e+00
y_rep[1243] 9.284808e+00 0.312125808 8.897397e+00 9.190633e+00
y_rep[1244] 8.990414e+00 0.221104246 8.583515e+00 8.904482e+00
y_rep[1245] 8.870202e+00 0.219003155 8.476909e+00 8.777636e+00
y_rep[1246] 9.066385e+00 0.199043124 8.675780e+00 8.985246e+00
y_rep[1247] 8.967330e+00 0.209651487 8.586756e+00 8.879087e+00
y_rep[1248] 8.756354e+00 0.213978769 8.359351e+00 8.663884e+00
y_rep[1249] 8.684434e+00 0.191729936 8.315682e+00 8.594735e+00
y_rep[1250] 8.440093e+00 0.197422683 8.051411e+00 8.347850e+00
y_rep[1251] 8.276061e+00 0.211010645 7.861100e+00 8.191848e+00
y_rep[1252] 8.289343e+00 0.211532654 7.867688e+00 8.202011e+00
y_rep[1253] 8.223201e+00 0.220705858 7.840394e+00 8.126770e+00
y_rep[1254] 8.415918e+00 0.223580430 8.009381e+00 8.326208e+00
y_rep[1255] 8.253126e+00 0.208427081 7.846129e+00 8.154854e+00
y_rep[1256] 8.285101e+00 0.227330114 7.852465e+00 8.197398e+00
y_rep[1257] 9.383970e+00 0.187221605 9.026767e+00 9.304327e+00
y_rep[1258] 9.564786e+00 0.260130889 9.183509e+00 9.474071e+00
y_rep[1259] 9.373865e+00 0.207045070 8.988792e+00 9.282873e+00
y_rep[1260] 9.463285e+00 0.194469664 9.103130e+00 9.377615e+00
y_rep[1261] 9.207962e+00 0.221087465 8.725942e+00 9.124622e+00
y_rep[1262] 8.784928e+00 0.180020686 8.404101e+00 8.694462e+00
y_rep[1263] 9.060353e+00 0.200629186 8.662821e+00 8.968043e+00
y_rep[1264] 9.323007e+00 0.214609285 8.880790e+00 9.237881e+00
y_rep[1265] 9.032627e+00 0.199884521 8.656162e+00 8.941106e+00
y_rep[1266] 8.852549e+00 0.330078092 8.426885e+00 8.756720e+00
y_rep[1267] 8.949157e+00 0.217809701 8.559187e+00 8.859511e+00
y_rep[1268] 8.852382e+00 0.242893501 8.417552e+00 8.761180e+00
y_rep[1269] 8.849308e+00 0.212114849 8.447736e+00 8.761365e+00
y_rep[1270] 9.075755e+00 0.230671158 8.647352e+00 8.993409e+00
y_rep[1271] 9.129591e+00 0.205705582 8.718304e+00 9.038898e+00
y_rep[1272] 9.159622e+00 0.196851044 8.733767e+00 9.076327e+00
y_rep[1273] 9.243391e+00 0.382461589 8.827085e+00 9.159908e+00
y_rep[1274] 9.406873e+00 0.220327184 9.056629e+00 9.309278e+00
y_rep[1275] 9.340403e+00 0.220398190 8.937214e+00 9.248522e+00
y_rep[1276] 9.372932e+00 0.221750665 8.977642e+00 9.287682e+00
y_rep[1277] 9.262538e+00 0.229401648 8.900902e+00 9.172604e+00
y_rep[1278] 9.230363e+00 0.219520770 8.836984e+00 9.137721e+00
y_rep[1279] 9.111944e+00 0.224099054 8.740471e+00 9.011762e+00
y_rep[1280] 8.675120e+00 0.196533714 8.286087e+00 8.587308e+00
y_rep[1281] 8.535472e+00 0.222578220 8.163516e+00 8.437005e+00
y_rep[1282] 8.875234e+00 0.195417768 8.545153e+00 8.783823e+00
y_rep[1283] 8.579077e+00 0.215543661 8.199022e+00 8.486197e+00
y_rep[1284] 8.439005e+00 0.204330090 8.038638e+00 8.356551e+00
y_rep[1285] 8.587381e+00 0.199906807 8.224825e+00 8.496671e+00
y_rep[1286] 8.212754e+00 0.203781696 7.838387e+00 8.123791e+00
y_rep[1287] 8.020899e+00 0.210174611 7.620445e+00 7.927430e+00
y_rep[1288] 9.173076e+00 0.224430428 8.766173e+00 9.083394e+00
y_rep[1289] 8.953685e+00 0.208296125 8.567230e+00 8.861244e+00
y_rep[1290] 8.929659e+00 0.218820627 8.528432e+00 8.838923e+00
y_rep[1291] 8.987910e+00 0.208589123 8.563883e+00 8.901744e+00
y_rep[1292] 8.830251e+00 0.226251022 8.405890e+00 8.745081e+00
y_rep[1293] 8.506978e+00 0.314090828 8.140636e+00 8.414580e+00
y_rep[1294] 8.449268e+00 0.215318407 8.036117e+00 8.363931e+00
y_rep[1295] 8.341769e+00 0.203012492 7.950392e+00 8.249568e+00
y_rep[1296] 8.163899e+00 0.215826038 7.758468e+00 8.080728e+00
y_rep[1297] 8.113548e+00 0.274516223 7.729698e+00 8.018809e+00
y_rep[1298] 8.083523e+00 0.261300113 7.661678e+00 8.002749e+00
y_rep[1299] 7.791738e+00 0.195413500 7.417126e+00 7.704682e+00
y_rep[1300] 7.988997e+00 0.202268540 7.612729e+00 7.895507e+00
y_rep[1301] 7.713975e+00 0.291793600 7.320566e+00 7.615865e+00
y_rep[1302] 7.868972e+00 0.206085286 7.440448e+00 7.774918e+00
y_rep[1303] 7.904890e+00 0.245253936 7.543077e+00 7.807511e+00
y_rep[1304] 7.925493e+00 0.207871783 7.492763e+00 7.840351e+00
y_rep[1305] 7.942982e+00 0.232096784 7.523295e+00 7.847253e+00
y_rep[1306] 8.266863e+00 0.211738517 7.858984e+00 8.166859e+00
y_rep[1307] 8.079610e+00 0.258579950 7.725133e+00 7.983804e+00
y_rep[1308] 7.993053e+00 0.239329070 7.593079e+00 7.909875e+00
y_rep[1309] 8.030556e+00 0.233190245 7.626262e+00 7.935719e+00
y_rep[1310] 8.293520e+00 0.539033430 7.912453e+00 8.216212e+00
y_rep[1311] 7.804462e+00 0.210629953 7.386645e+00 7.715925e+00
y_rep[1312] 8.380928e+00 0.207608913 7.967588e+00 8.292149e+00
y_rep[1313] 8.303635e+00 0.268133185 7.935903e+00 8.198562e+00
y_rep[1314] 8.384868e+00 0.221268566 7.955620e+00 8.292102e+00
y_rep[1315] 8.320373e+00 0.190215251 7.971631e+00 8.229514e+00
y_rep[1316] 8.224919e+00 0.188853216 7.868125e+00 8.136568e+00
y_rep[1317] 8.422241e+00 0.225202712 8.073960e+00 8.331914e+00
y_rep[1318] 8.426017e+00 0.197075575 8.060956e+00 8.337601e+00
y_rep[1319] 9.482854e+00 0.195991940 9.083766e+00 9.399806e+00
y_rep[1320] 9.694844e+00 0.213292981 9.292855e+00 9.602933e+00
y_rep[1321] 9.533719e+00 0.218873342 9.133957e+00 9.448324e+00
y_rep[1322] 9.630654e+00 0.220481345 9.200258e+00 9.543494e+00
y_rep[1323] 9.533260e+00 0.214300227 9.101484e+00 9.451021e+00
y_rep[1324] 9.596548e+00 0.234656355 9.201654e+00 9.506254e+00
y_rep[1325] 1.004995e+01 0.218770842 9.640163e+00 9.949602e+00
y_rep[1326] 9.755568e+00 0.209419413 9.383870e+00 9.657468e+00
y_rep[1327] 9.638142e+00 0.208741515 9.249070e+00 9.554223e+00
y_rep[1328] 9.620518e+00 0.212559337 9.200084e+00 9.529877e+00
y_rep[1329] 9.495520e+00 0.244009413 9.123310e+00 9.409709e+00
y_rep[1330] 9.693317e+00 0.257258064 9.288774e+00 9.603648e+00
y_rep[1331] 1.003015e+01 0.207994416 9.675488e+00 9.937604e+00
y_rep[1332] 9.819382e+00 0.199004563 9.472805e+00 9.725079e+00
y_rep[1333] 9.659127e+00 0.197733665 9.269616e+00 9.567404e+00
y_rep[1334] 9.605154e+00 0.200206912 9.215900e+00 9.518006e+00
y_rep[1335] 9.460850e+00 0.224417077 9.032879e+00 9.364843e+00
y_rep[1336] 9.842694e+00 0.231390173 9.435648e+00 9.761197e+00
y_rep[1337] 9.919099e+00 0.234683830 9.545560e+00 9.829828e+00
y_rep[1338] 9.642014e+00 0.270924682 9.226799e+00 9.548405e+00
y_rep[1339] 9.635465e+00 0.226810621 9.264609e+00 9.536263e+00
y_rep[1340] 9.686505e+00 0.217835872 9.309216e+00 9.594902e+00
y_rep[1341] 9.743823e+00 0.263184768 9.310078e+00 9.643873e+00
y_rep[1342] 9.916802e+00 0.210909473 9.517727e+00 9.828361e+00
y_rep[1343] 9.886938e+00 0.193385722 9.532292e+00 9.797348e+00
y_rep[1344] 9.938037e+00 0.204549053 9.523345e+00 9.848733e+00
y_rep[1345] 9.761398e+00 0.306486504 9.358295e+00 9.664145e+00
y_rep[1346] 9.801902e+00 0.218810970 9.418181e+00 9.709026e+00
y_rep[1347] 9.654986e+00 0.246813728 9.253008e+00 9.582851e+00
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log_lik[1393] 1.133497e+00 0.029589158 1.071640e+00 1.114730e+00
log_lik[1394] 5.169162e-01 0.064932536 3.885148e-01 4.742102e-01
log_lik[1395] 7.784383e-01 0.052187978 6.721385e-01 7.428868e-01
log_lik[1396] -2.007942e-01 0.087382210 -3.772408e-01 -2.601913e-01
log_lik[1397] -9.801354e-02 0.075040370 -2.497644e-01 -1.493772e-01
log_lik[1398] -4.691990e-01 0.069068290 -6.003683e-01 -5.153496e-01
log_lik[1399] -1.820454e+00 0.103397142 -2.025119e+00 -1.887576e+00
log_lik[1400] 7.318884e-01 0.055464012 6.189273e-01 6.975320e-01
log_lik[1401] -9.260464e-01 0.074174437 -1.062734e+00 -9.795486e-01
log_lik[1402] 9.541322e-01 0.048928538 8.524619e-01 9.214192e-01
log_lik[1403] -2.011758e-01 0.057148804 -3.070922e-01 -2.423897e-01
log_lik[1404] 8.175171e-01 0.044579356 7.234455e-01 7.885333e-01
log_lik[1405] 1.125438e+00 0.029877386 1.064138e+00 1.106201e+00
log_lik[1406] 9.737581e-01 0.043084197 8.855560e-01 9.453852e-01
log_lik[1407] 8.443634e-01 0.041465148 7.568998e-01 8.183895e-01
log_lik[1408] 1.139170e+00 0.028603250 1.083234e+00 1.120085e+00
log_lik[1409] 1.075689e+00 0.033963422 1.008987e+00 1.052236e+00
log_lik[1410] -1.839273e+00 0.072068675 -1.975463e+00 -1.889491e+00
log_lik[1411] 1.137488e+00 0.029364577 1.080056e+00 1.118325e+00
log_lik[1412] -1.017638e-01 0.078128778 -2.465017e-01 -1.557992e-01
log_lik[1413] -1.097100e+00 0.058273477 -1.208799e+00 -1.135956e+00
log_lik[1414] 5.588833e-02 0.170309374 -2.833475e-01 -6.244675e-02
log_lik[1415] -3.569743e+00 0.126172412 -3.813341e+00 -3.648934e+00
log_lik[1416] -7.199526e-01 0.072786419 -8.627135e-01 -7.691190e-01
log_lik[1417] -3.133971e-01 0.058619131 -4.296228e-01 -3.526373e-01
log_lik[1418] 8.408727e-01 0.072779625 6.887888e-01 7.953680e-01
log_lik[1419] -2.416406e+00 0.115522740 -2.635836e+00 -2.500272e+00
log_lik[1420] 1.106728e+00 0.041766924 1.017231e+00 1.081805e+00
log_lik[1421] -5.335617e-01 0.064430362 -6.656765e-01 -5.777197e-01
log_lik[1422] 6.016201e-01 0.069835949 4.572811e-01 5.576354e-01
log_lik[1423] -8.028977e-01 0.087806326 -9.796572e-01 -8.627381e-01
log_lik[1424] -6.614146e+00 0.252467938 -7.124131e+00 -6.786050e+00
log_lik[1425] -3.975006e+00 0.176149737 -4.338880e+00 -4.083556e+00
log_lik[1426] -2.989828e-01 0.105311208 -5.108737e-01 -3.680125e-01
log_lik[1427] 7.746896e-01 0.216496170 2.947680e-01 6.398446e-01
log_lik[1428] -1.002216e+00 0.206526470 -1.426374e+00 -1.138138e+00
log_lik[1429] 7.542846e-01 0.093519688 5.661565e-01 6.928868e-01
log_lik[1430] 7.100379e-01 0.072891799 5.597394e-01 6.618320e-01
log_lik[1431] -1.470244e-01 0.145373770 -4.301642e-01 -2.488907e-01
log_lik[1432] 6.440494e-01 0.170874018 2.816630e-01 5.408728e-01
log_lik[1433] -2.507736e+00 0.144563949 -2.796506e+00 -2.605753e+00
log_lik[1434] 1.055632e+00 0.046217662 9.557917e-01 1.026362e+00
log_lik[1435] 2.958981e-01 0.113696638 6.532425e-02 2.193760e-01
log_lik[1436] 8.859976e-01 0.091465386 6.873876e-01 8.296854e-01
log_lik[1437] 1.066369e+00 0.045009802 9.684280e-01 1.038950e+00
log_lik[1438] -4.995815e-01 0.160163470 -8.176683e-01 -6.074424e-01
log_lik[1439] -1.148982e-01 0.105897748 -3.222629e-01 -1.881795e-01
log_lik[1440] 4.765390e-01 0.084774153 2.987181e-01 4.212593e-01
log_lik[1441] 9.231986e-01 0.068252674 7.798521e-01 8.790317e-01
log_lik[1442] 1.088304e+00 0.051201253 9.643292e-01 1.059154e+00
log_lik[1443] 6.601760e-01 0.079542703 4.926162e-01 6.088400e-01
log_lik[1444] 2.286618e-01 0.137250025 -5.405328e-02 1.435421e-01
log_lik[1445] -5.540672e-01 0.124201637 -7.984063e-01 -6.315833e-01
log_lik[1446] 9.864665e-01 0.062361368 8.530419e-01 9.492234e-01
log_lik[1447] -6.118756e-02 0.172153743 -4.088710e-01 -1.770457e-01
log_lik[1448] 6.061435e-01 0.063378080 4.839542e-01 5.637196e-01
log_lik[1449] -6.877513e-01 0.066423990 -8.184760e-01 -7.318230e-01
log_lik[1450] -5.636756e+00 0.198041997 -6.036579e+00 -5.774383e+00
log_lik[1451] 8.294045e-01 0.158397090 4.772360e-01 7.304882e-01
log_lik[1452] 1.036653e+00 0.059089778 9.022251e-01 1.000470e+00
log_lik[1453] 9.070350e-02 0.067606346 -4.462470e-02 4.538104e-02
log_lik[1454] 4.008346e-01 0.096563913 2.107739e-01 3.352974e-01
log_lik[1455] -1.081767e+00 0.140050328 -1.358256e+00 -1.181346e+00
log_lik[1456] 1.070683e+00 0.043334948 9.803109e-01 1.042728e+00
log_lik[1457] 3.985416e-01 0.126281009 1.391932e-01 3.143940e-01
log_lik[1458] 3.790053e-01 0.074678870 2.243879e-01 3.279387e-01
log_lik[1459] 7.536814e-01 0.101867770 5.554585e-01 6.876531e-01
log_lik[1460] -4.167727e+00 0.130557646 -4.428136e+00 -4.260247e+00
y_hat 1.230995e+01 0.181059241 1.196448e+01 1.222558e+01
lp__ 1.326019e+03 2.120454703 1.320794e+03 1.324808e+03
stats
parameter 50% 75% 97.5%
alpha 1.230529e+01 1.230818e+01 1.231297e+01
beta[1] 6.325391e-01 6.985723e-01 8.234993e-01
beta[2] 6.504173e-01 7.266214e-01 8.788865e-01
beta[3] 1.901827e+00 1.996044e+00 2.155669e+00
beta_mu[1] 1.603360e+00 1.236789e+01 3.429813e+01
beta_mu[2] 6.889534e-01 1.154871e+01 3.380712e+01
beta_mu[3] 1.868659e+00 1.349419e+01 3.774034e+01
sigma 1.161497e-01 1.186757e-01 1.235824e-01
nu 2.693446e+00 2.843323e+00 3.138027e+00
mu[1] 1.651806e+01 1.652368e+01 1.653422e+01
mu[2] 1.685653e+01 1.686211e+01 1.687366e+01
mu[3] 1.641297e+01 1.641948e+01 1.643237e+01
mu[4] 1.709894e+01 1.710498e+01 1.711690e+01
mu[5] 1.715383e+01 1.716699e+01 1.719131e+01
mu[6] 1.769513e+01 1.770288e+01 1.771760e+01
mu[7] 1.735259e+01 1.736388e+01 1.738493e+01
mu[8] 1.763632e+01 1.765185e+01 1.768111e+01
mu[9] 1.735274e+01 1.735884e+01 1.737116e+01
mu[10] 1.780495e+01 1.781160e+01 1.782409e+01
mu[11] 1.801508e+01 1.802168e+01 1.803435e+01
mu[12] 1.914854e+01 1.915596e+01 1.917156e+01
mu[13] 1.895700e+01 1.896407e+01 1.897845e+01
mu[14] 1.843064e+01 1.843785e+01 1.845191e+01
mu[15] 1.750722e+01 1.752264e+01 1.755021e+01
mu[16] 1.688503e+01 1.689077e+01 1.690168e+01
mu[17] 1.720125e+01 1.721087e+01 1.723031e+01
mu[18] 1.746810e+01 1.747504e+01 1.748857e+01
mu[19] 1.720023e+01 1.720633e+01 1.721845e+01
mu[20] 1.648361e+01 1.649054e+01 1.650414e+01
mu[21] 1.624315e+01 1.624869e+01 1.626010e+01
mu[22] 1.638806e+01 1.639336e+01 1.640301e+01
mu[23] 1.634550e+01 1.635116e+01 1.636256e+01
mu[24] 1.683944e+01 1.684476e+01 1.685593e+01
mu[25] 1.693171e+01 1.693741e+01 1.694887e+01
mu[26] 1.618958e+01 1.619700e+01 1.621090e+01
mu[27] 1.606023e+01 1.606707e+01 1.608022e+01
mu[28] 1.584711e+01 1.585592e+01 1.587263e+01
mu[29] 1.543821e+01 1.544266e+01 1.545157e+01
mu[30] 1.523815e+01 1.524391e+01 1.525448e+01
mu[31] 1.531800e+01 1.532491e+01 1.533826e+01
mu[32] 1.467661e+01 1.468277e+01 1.469465e+01
mu[33] 1.415284e+01 1.415734e+01 1.416572e+01
mu[34] 1.393594e+01 1.393974e+01 1.394663e+01
mu[35] 1.322755e+01 1.323901e+01 1.326025e+01
mu[36] 1.317185e+01 1.317582e+01 1.318342e+01
mu[37] 1.361218e+01 1.361772e+01 1.362740e+01
mu[38] 1.480989e+01 1.482492e+01 1.485130e+01
mu[39] 1.522427e+01 1.522872e+01 1.523693e+01
mu[40] 1.479109e+01 1.479570e+01 1.480520e+01
mu[41] 1.468709e+01 1.469113e+01 1.469900e+01
mu[42] 1.489560e+01 1.490029e+01 1.490960e+01
mu[43] 1.475411e+01 1.475825e+01 1.476531e+01
mu[44] 1.522751e+01 1.523373e+01 1.524535e+01
mu[45] 1.463184e+01 1.463656e+01 1.464602e+01
mu[46] 1.376852e+01 1.377414e+01 1.378475e+01
mu[47] 1.360740e+01 1.361320e+01 1.362505e+01
mu[48] 1.380733e+01 1.381190e+01 1.381992e+01
mu[49] 1.449983e+01 1.450628e+01 1.451797e+01
mu[50] 1.493856e+01 1.494477e+01 1.495690e+01
mu[51] 1.501334e+01 1.501936e+01 1.503072e+01
mu[52] 1.440374e+01 1.441008e+01 1.442203e+01
mu[53] 1.424265e+01 1.424646e+01 1.425325e+01
mu[54] 1.432340e+01 1.432752e+01 1.433489e+01
mu[55] 1.423831e+01 1.424526e+01 1.425755e+01
mu[56] 1.432660e+01 1.433046e+01 1.433667e+01
mu[57] 1.450422e+01 1.451021e+01 1.452227e+01
mu[58] 1.471724e+01 1.472119e+01 1.472890e+01
mu[59] 1.412143e+01 1.412576e+01 1.413358e+01
mu[60] 1.394847e+01 1.395234e+01 1.395920e+01
mu[61] 1.308130e+01 1.309310e+01 1.311639e+01
mu[62] 1.303972e+01 1.304336e+01 1.305037e+01
mu[63] 1.416537e+01 1.416927e+01 1.417794e+01
mu[64] 1.397927e+01 1.398294e+01 1.399020e+01
mu[65] 1.357684e+01 1.358113e+01 1.358915e+01
mu[66] 1.328370e+01 1.328722e+01 1.329404e+01
mu[67] 1.338861e+01 1.339202e+01 1.339866e+01
mu[68] 1.355905e+01 1.356291e+01 1.356990e+01
mu[69] 1.387580e+01 1.388180e+01 1.389281e+01
mu[70] 1.402823e+01 1.403264e+01 1.404080e+01
mu[71] 1.381925e+01 1.382435e+01 1.383496e+01
mu[72] 1.289579e+01 1.290261e+01 1.291570e+01
mu[73] 1.234746e+01 1.235066e+01 1.235681e+01
mu[74] 1.226333e+01 1.226632e+01 1.227184e+01
mu[75] 1.219197e+01 1.219518e+01 1.220106e+01
mu[76] 1.292915e+01 1.293356e+01 1.294183e+01
mu[77] 1.295634e+01 1.295952e+01 1.296472e+01
mu[78] 1.285645e+01 1.285957e+01 1.286535e+01
mu[79] 1.240226e+01 1.240572e+01 1.241210e+01
mu[80] 1.238516e+01 1.238991e+01 1.239848e+01
mu[81] 1.234153e+01 1.234465e+01 1.234995e+01
mu[82] 1.249750e+01 1.250038e+01 1.250564e+01
mu[83] 1.269162e+01 1.269515e+01 1.270167e+01
mu[84] 1.295148e+01 1.295686e+01 1.296738e+01
mu[85] 1.261358e+01 1.261710e+01 1.262383e+01
mu[86] 1.209806e+01 1.210358e+01 1.211395e+01
mu[87] 1.283790e+01 1.284385e+01 1.285575e+01
mu[88] 1.312172e+01 1.312492e+01 1.313135e+01
mu[89] 1.307775e+01 1.308195e+01 1.308992e+01
mu[90] 1.379852e+01 1.380525e+01 1.381773e+01
mu[91] 1.380734e+01 1.381133e+01 1.381814e+01
mu[92] 1.345691e+01 1.346013e+01 1.346678e+01
mu[93] 1.314226e+01 1.314548e+01 1.315146e+01
mu[94] 1.338111e+01 1.338467e+01 1.339165e+01
mu[95] 1.338578e+01 1.338971e+01 1.339823e+01
mu[96] 1.359319e+01 1.359744e+01 1.360645e+01
mu[97] 1.374466e+01 1.374845e+01 1.375512e+01
mu[98] 1.349599e+01 1.350018e+01 1.350844e+01
mu[99] 1.302821e+01 1.303147e+01 1.303766e+01
mu[100] 1.280780e+01 1.281096e+01 1.281638e+01
mu[101] 1.278194e+01 1.278806e+01 1.279986e+01
mu[102] 1.318783e+01 1.319205e+01 1.320023e+01
mu[103] 1.414577e+01 1.414947e+01 1.415631e+01
mu[104] 1.369874e+01 1.370675e+01 1.372205e+01
mu[105] 1.346598e+01 1.347032e+01 1.347835e+01
mu[106] 1.336975e+01 1.337323e+01 1.338105e+01
mu[107] 1.288205e+01 1.288543e+01 1.289130e+01
mu[108] 1.294468e+01 1.294833e+01 1.295523e+01
mu[109] 1.347982e+01 1.348403e+01 1.349178e+01
mu[110] 1.341075e+01 1.341595e+01 1.342674e+01
mu[111] 1.285873e+01 1.286249e+01 1.286911e+01
mu[112] 1.279503e+01 1.279924e+01 1.280770e+01
mu[113] 1.187053e+01 1.187679e+01 1.188901e+01
mu[114] 1.138422e+01 1.138699e+01 1.139230e+01
mu[115] 1.156935e+01 1.157399e+01 1.158233e+01
mu[116] 1.209870e+01 1.210611e+01 1.211876e+01
mu[117] 1.208719e+01 1.209189e+01 1.210190e+01
mu[118] 1.167284e+01 1.167594e+01 1.168215e+01
mu[119] 1.154483e+01 1.154811e+01 1.155384e+01
mu[120] 1.119634e+01 1.119912e+01 1.120440e+01
mu[121] 1.117064e+01 1.117358e+01 1.117933e+01
mu[122] 1.161838e+01 1.162205e+01 1.162980e+01
mu[123] 1.198111e+01 1.198424e+01 1.199046e+01
mu[124] 1.208127e+01 1.208404e+01 1.208886e+01
mu[125] 1.197150e+01 1.197849e+01 1.199170e+01
mu[126] 1.147309e+01 1.147735e+01 1.148596e+01
mu[127] 1.110854e+01 1.111312e+01 1.112141e+01
mu[128] 1.123311e+01 1.123633e+01 1.124294e+01
mu[129] 1.129451e+01 1.129906e+01 1.130742e+01
mu[130] 1.147633e+01 1.147965e+01 1.148546e+01
mu[131] 1.144304e+01 1.144597e+01 1.145100e+01
mu[132] 1.086015e+01 1.086410e+01 1.087091e+01
mu[133] 1.056465e+01 1.056897e+01 1.057770e+01
mu[134] 1.069416e+01 1.069713e+01 1.070276e+01
mu[135] 1.090826e+01 1.091085e+01 1.091620e+01
mu[136] 1.078334e+01 1.078648e+01 1.079275e+01
mu[137] 1.153761e+01 1.154321e+01 1.155383e+01
mu[138] 1.151236e+01 1.151649e+01 1.152483e+01
mu[139] 1.107982e+01 1.108253e+01 1.108786e+01
mu[140] 1.081647e+01 1.081982e+01 1.082716e+01
mu[141] 1.164902e+01 1.165633e+01 1.167026e+01
mu[142] 1.124566e+01 1.125005e+01 1.125925e+01
mu[143] 1.135636e+01 1.135915e+01 1.136455e+01
mu[144] 1.129616e+01 1.129898e+01 1.130439e+01
mu[145] 1.053532e+01 1.054046e+01 1.055135e+01
mu[146] 1.024745e+01 1.025028e+01 1.025584e+01
mu[147] 1.027565e+01 1.027970e+01 1.028760e+01
mu[148] 1.064682e+01 1.064976e+01 1.065583e+01
mu[149] 1.058021e+01 1.058391e+01 1.059096e+01
mu[150] 1.084700e+01 1.084962e+01 1.085497e+01
mu[151] 1.070627e+01 1.071089e+01 1.071946e+01
mu[152] 1.065765e+01 1.066144e+01 1.066878e+01
mu[153] 1.019153e+01 1.019554e+01 1.020304e+01
mu[154] 1.002539e+01 1.002878e+01 1.003533e+01
mu[155] 1.019516e+01 1.019811e+01 1.020453e+01
mu[156] 1.090083e+01 1.090706e+01 1.091999e+01
mu[157] 1.118488e+01 1.119034e+01 1.119979e+01
mu[158] 1.132204e+01 1.132528e+01 1.133183e+01
mu[159] 1.118167e+01 1.118556e+01 1.119234e+01
mu[160] 1.045226e+01 1.045656e+01 1.046476e+01
mu[161] 1.027782e+01 1.028137e+01 1.028850e+01
mu[162] 1.077793e+01 1.078187e+01 1.078971e+01
mu[163] 1.090048e+01 1.090339e+01 1.090893e+01
mu[164] 1.083996e+01 1.084484e+01 1.085312e+01
mu[165] 1.080079e+01 1.080386e+01 1.080947e+01
mu[166] 1.092135e+01 1.092609e+01 1.093501e+01
mu[167] 1.072104e+01 1.072375e+01 1.072896e+01
mu[168] 1.062169e+01 1.062519e+01 1.063156e+01
mu[169] 1.329586e+01 1.331604e+01 1.335046e+01
mu[170] 1.748214e+01 1.753726e+01 1.765234e+01
mu[171] 1.648835e+01 1.649700e+01 1.651290e+01
mu[172] 1.666181e+01 1.667043e+01 1.668639e+01
mu[173] 1.692975e+01 1.693835e+01 1.695583e+01
mu[174] 1.699225e+01 1.699874e+01 1.701134e+01
mu[175] 1.758536e+01 1.759803e+01 1.762145e+01
mu[176] 1.787317e+01 1.788347e+01 1.790228e+01
mu[177] 1.722529e+01 1.723401e+01 1.725159e+01
mu[178] 1.739912e+01 1.740545e+01 1.741855e+01
mu[179] 1.761459e+01 1.762851e+01 1.765517e+01
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mu[1294] 8.446099e+00 8.452865e+00 8.466351e+00
mu[1295] 8.338638e+00 8.342645e+00 8.350823e+00
mu[1296] 8.171601e+00 8.175886e+00 8.184689e+00
mu[1297] 8.102622e+00 8.106736e+00 8.114545e+00
mu[1298] 8.090482e+00 8.095387e+00 8.104482e+00
mu[1299] 7.787542e+00 7.792171e+00 7.800853e+00
mu[1300] 7.986646e+00 7.992021e+00 8.002607e+00
mu[1301] 7.700251e+00 7.705054e+00 7.713786e+00
mu[1302] 7.875403e+00 7.880758e+00 7.891089e+00
mu[1303] 7.902917e+00 7.907199e+00 7.915349e+00
mu[1304] 7.928682e+00 7.932937e+00 7.941604e+00
mu[1305] 7.932202e+00 7.936445e+00 7.944441e+00
mu[1306] 8.266017e+00 8.274385e+00 8.291670e+00
mu[1307] 8.073457e+00 8.080181e+00 8.093933e+00
mu[1308] 8.007164e+00 8.012417e+00 8.023912e+00
mu[1309] 8.036080e+00 8.040719e+00 8.050265e+00
mu[1310] 8.309577e+00 8.315125e+00 8.326754e+00
mu[1311] 7.815592e+00 7.824403e+00 7.841866e+00
mu[1312] 8.391757e+00 8.396316e+00 8.405327e+00
mu[1313] 8.281611e+00 8.286314e+00 8.294957e+00
mu[1314] 8.391547e+00 8.398426e+00 8.411144e+00
mu[1315] 8.309001e+00 8.313207e+00 8.320956e+00
mu[1316] 8.226897e+00 8.231552e+00 8.240833e+00
mu[1317] 8.425783e+00 8.433255e+00 8.448294e+00
mu[1318] 8.423829e+00 8.428152e+00 8.436471e+00
mu[1319] 9.485845e+00 9.489450e+00 9.496702e+00
mu[1320] 9.692409e+00 9.697027e+00 9.704842e+00
mu[1321] 9.539692e+00 9.543139e+00 9.550200e+00
mu[1322] 9.633432e+00 9.636710e+00 9.643509e+00
mu[1323] 9.526473e+00 9.529615e+00 9.536215e+00
mu[1324] 9.592339e+00 9.595885e+00 9.603130e+00
mu[1325] 1.005495e+01 1.005818e+01 1.006459e+01
mu[1326] 9.752757e+00 9.756581e+00 9.763462e+00
mu[1327] 9.647247e+00 9.650401e+00 9.656578e+00
mu[1328] 9.622599e+00 9.627632e+00 9.636374e+00
mu[1329] 9.502792e+00 9.506124e+00 9.513057e+00
mu[1330] 9.699874e+00 9.703754e+00 9.710955e+00
mu[1331] 1.002793e+01 1.003255e+01 1.004144e+01
mu[1332] 9.817192e+00 9.821377e+00 9.830016e+00
mu[1333] 9.653043e+00 9.656970e+00 9.664955e+00
mu[1334] 9.595384e+00 9.600252e+00 9.609973e+00
mu[1335] 9.447099e+00 9.450617e+00 9.457382e+00
mu[1336] 9.843828e+00 9.849785e+00 9.861393e+00
mu[1337] 9.916475e+00 9.920899e+00 9.928759e+00
mu[1338] 9.632260e+00 9.636415e+00 9.644607e+00
mu[1339] 9.624441e+00 9.628682e+00 9.638148e+00
mu[1340] 9.690268e+00 9.694598e+00 9.702403e+00
mu[1341] 9.733066e+00 9.736984e+00 9.744770e+00
mu[1342] 9.911021e+00 9.920269e+00 9.939551e+00
mu[1343] 9.890444e+00 9.895825e+00 9.905890e+00
mu[1344] 9.937138e+00 9.942270e+00 9.952141e+00
mu[1345] 9.759552e+00 9.762795e+00 9.769065e+00
mu[1346] 9.794634e+00 9.798551e+00 9.806485e+00
mu[1347] 9.664928e+00 9.668444e+00 9.675396e+00
mu[1348] 9.614111e+00 9.617463e+00 9.624156e+00
mu[1349] 9.507532e+00 9.511832e+00 9.519829e+00
mu[1350] 9.691689e+00 9.694756e+00 9.701176e+00
mu[1351] 9.758341e+00 9.761286e+00 9.767506e+00
mu[1352] 9.711544e+00 9.714935e+00 9.721818e+00
mu[1353] 9.973707e+00 9.978059e+00 9.986158e+00
mu[1354] 9.864728e+00 9.868280e+00 9.874549e+00
mu[1355] 9.724891e+00 9.730375e+00 9.740724e+00
mu[1356] 9.753975e+00 9.757342e+00 9.764085e+00
mu[1357] 9.902478e+00 9.906330e+00 9.913235e+00
mu[1358] 9.824881e+00 9.827988e+00 9.834104e+00
mu[1359] 9.373164e+00 9.377582e+00 9.386768e+00
mu[1360] 9.229517e+00 9.233561e+00 9.240835e+00
mu[1361] 8.769389e+00 8.772778e+00 8.779925e+00
mu[1362] 8.681888e+00 8.686318e+00 8.695212e+00
mu[1363] 8.727416e+00 8.731971e+00 8.740104e+00
mu[1364] 8.495532e+00 8.500743e+00 8.510949e+00
mu[1365] 8.541048e+00 8.544975e+00 8.552989e+00
mu[1366] 8.061833e+00 8.066169e+00 8.074347e+00
mu[1367] 8.170504e+00 8.175758e+00 8.185596e+00
mu[1368] 7.889196e+00 7.893575e+00 7.901765e+00
mu[1369] 7.925904e+00 7.930357e+00 7.939338e+00
mu[1370] 7.722366e+00 7.728264e+00 7.739113e+00
mu[1371] 7.542535e+00 7.547504e+00 7.556991e+00
mu[1372] 8.020628e+00 8.026100e+00 8.036080e+00
mu[1373] 8.297352e+00 8.302196e+00 8.311716e+00
mu[1374] 7.994982e+00 7.999817e+00 8.009300e+00
mu[1375] 7.882217e+00 7.886425e+00 7.895215e+00
mu[1376] 7.771524e+00 7.776302e+00 7.785978e+00
mu[1377] 7.670865e+00 7.675255e+00 7.683933e+00
mu[1378] 7.759808e+00 7.764818e+00 7.774076e+00
mu[1379] 7.809081e+00 7.813905e+00 7.822763e+00
mu[1380] 7.479361e+00 7.485344e+00 7.496198e+00
mu[1381] 7.836617e+00 7.841794e+00 7.851733e+00
mu[1382] 8.132860e+00 8.137121e+00 8.145353e+00
mu[1383] 8.015622e+00 8.021124e+00 8.031639e+00
mu[1384] 8.463751e+00 8.468236e+00 8.476687e+00
mu[1385] 8.630190e+00 8.635661e+00 8.645554e+00
mu[1386] 8.433649e+00 8.437689e+00 8.445155e+00
mu[1387] 8.491428e+00 8.495863e+00 8.504209e+00
mu[1388] 8.417632e+00 8.421763e+00 8.430406e+00
mu[1389] 8.294473e+00 8.300196e+00 8.311896e+00
mu[1390] 8.374314e+00 8.378612e+00 8.387377e+00
mu[1391] 8.348777e+00 8.353320e+00 8.361758e+00
mu[1392] 8.251542e+00 8.255731e+00 8.264091e+00
mu[1393] 8.241516e+00 8.246743e+00 8.258143e+00
mu[1394] 8.123282e+00 8.128115e+00 8.137198e+00
mu[1395] 7.851465e+00 7.855882e+00 7.864777e+00
mu[1396] 8.242474e+00 8.247764e+00 8.259166e+00
mu[1397] 8.114373e+00 8.119078e+00 8.128399e+00
mu[1398] 8.781100e+00 8.785106e+00 8.792926e+00
mu[1399] 9.803609e+00 9.810612e+00 9.825559e+00
mu[1400] 9.355993e+00 9.360700e+00 9.370794e+00
mu[1401] 9.563996e+00 9.568522e+00 9.576918e+00
mu[1402] 9.825926e+00 9.831133e+00 9.841309e+00
mu[1403] 1.000043e+01 1.000371e+01 1.000986e+01
mu[1404] 9.883631e+00 9.887526e+00 9.895803e+00
mu[1405] 9.765347e+00 9.769824e+00 9.778556e+00
mu[1406] 9.789369e+00 9.793927e+00 9.802680e+00
mu[1407] 9.657356e+00 9.660905e+00 9.668632e+00
mu[1408] 9.756058e+00 9.761440e+00 9.771220e+00
mu[1409] 1.002004e+01 1.002469e+01 1.003346e+01
mu[1410] 9.963746e+00 9.968390e+00 9.976564e+00
mu[1411] 1.021870e+01 1.022471e+01 1.023676e+01
mu[1412] 1.011293e+01 1.011813e+01 1.012773e+01
mu[1413] 1.021201e+01 1.021496e+01 1.022058e+01
mu[1414] 1.090330e+01 1.091506e+01 1.093696e+01
mu[1415] 1.359355e+01 1.360326e+01 1.362138e+01
mu[1416] 1.328565e+01 1.329014e+01 1.329850e+01
mu[1417] 1.364926e+01 1.365284e+01 1.365873e+01
mu[1418] 1.376375e+01 1.377082e+01 1.378370e+01
mu[1419] 1.399665e+01 1.400615e+01 1.402415e+01
mu[1420] 1.473657e+01 1.474462e+01 1.476074e+01
mu[1421] 1.462731e+01 1.463106e+01 1.463862e+01
mu[1422] 1.450887e+01 1.451445e+01 1.452579e+01
mu[1423] 1.506158e+01 1.506717e+01 1.507775e+01
mu[1424] 1.849217e+01 1.851142e+01 1.854599e+01
mu[1425] 1.794759e+01 1.796589e+01 1.800019e+01
mu[1426] 1.727534e+01 1.728184e+01 1.729614e+01
mu[1427] 1.796080e+01 1.798205e+01 1.802160e+01
mu[1428] 1.803411e+01 1.805005e+01 1.808118e+01
mu[1429] 1.762786e+01 1.763623e+01 1.765292e+01
mu[1430] 1.779274e+01 1.779914e+01 1.781118e+01
mu[1431] 1.854732e+01 1.855757e+01 1.857630e+01
mu[1432] 1.851320e+01 1.852660e+01 1.855491e+01
mu[1433] 1.889751e+01 1.891038e+01 1.893630e+01
mu[1434] 1.840042e+01 1.840737e+01 1.842043e+01
mu[1435] 1.843533e+01 1.844313e+01 1.845880e+01
mu[1436] 1.823166e+01 1.824135e+01 1.825942e+01
mu[1437] 1.826656e+01 1.827331e+01 1.828693e+01
mu[1438] 1.783102e+01 1.784210e+01 1.786240e+01
mu[1439] 1.817661e+01 1.818357e+01 1.819708e+01
mu[1440] 1.776315e+01 1.776957e+01 1.778238e+01
mu[1441] 1.766011e+01 1.766736e+01 1.768159e+01
mu[1442] 1.698212e+01 1.699149e+01 1.700984e+01
mu[1443] 1.685980e+01 1.686639e+01 1.687982e+01
mu[1444] 1.698273e+01 1.699276e+01 1.701201e+01
mu[1445] 1.686953e+01 1.687779e+01 1.689549e+01
mu[1446] 1.585756e+01 1.586472e+01 1.587978e+01
mu[1447] 1.456316e+01 1.457546e+01 1.459694e+01
mu[1448] 1.443285e+01 1.443772e+01 1.444709e+01
mu[1449] 1.433649e+01 1.434047e+01 1.434703e+01
mu[1450] 1.347719e+01 1.348571e+01 1.350145e+01
mu[1451] 1.496717e+01 1.498361e+01 1.501319e+01
mu[1452] 1.471305e+01 1.472205e+01 1.473843e+01
mu[1453] 1.550702e+01 1.551149e+01 1.551991e+01
mu[1454] 1.542994e+01 1.543699e+01 1.544997e+01
mu[1455] 1.553217e+01 1.554287e+01 1.556293e+01
mu[1456] 1.594430e+01 1.595132e+01 1.596436e+01
mu[1457] 1.625032e+01 1.626009e+01 1.627844e+01
mu[1458] 1.580301e+01 1.580878e+01 1.581870e+01
mu[1459] 1.609497e+01 1.610436e+01 1.612240e+01
mu[1460] 1.628635e+01 1.629153e+01 1.630143e+01
y_rep[1] 1.652047e+01 1.661537e+01 1.692174e+01
y_rep[2] 1.685306e+01 1.695210e+01 1.728383e+01
y_rep[3] 1.641724e+01 1.650694e+01 1.679669e+01
y_rep[4] 1.709888e+01 1.719446e+01 1.750017e+01
y_rep[5] 1.715273e+01 1.725152e+01 1.753563e+01
y_rep[6] 1.770204e+01 1.779545e+01 1.805044e+01
y_rep[7] 1.734623e+01 1.744067e+01 1.773569e+01
y_rep[8] 1.763549e+01 1.772613e+01 1.804792e+01
y_rep[9] 1.735132e+01 1.745054e+01 1.773870e+01
y_rep[10] 1.781074e+01 1.789430e+01 1.817141e+01
y_rep[11] 1.802019e+01 1.810798e+01 1.839322e+01
y_rep[12] 1.914192e+01 1.923620e+01 1.951938e+01
y_rep[13] 1.895963e+01 1.904373e+01 1.933897e+01
y_rep[14] 1.843168e+01 1.852131e+01 1.880477e+01
y_rep[15] 1.750514e+01 1.759441e+01 1.789992e+01
y_rep[16] 1.688642e+01 1.697369e+01 1.725284e+01
y_rep[17] 1.720199e+01 1.729557e+01 1.760062e+01
y_rep[18] 1.747200e+01 1.755389e+01 1.786063e+01
y_rep[19] 1.719767e+01 1.729077e+01 1.757618e+01
y_rep[20] 1.648135e+01 1.657015e+01 1.686844e+01
y_rep[21] 1.624134e+01 1.633558e+01 1.661808e+01
y_rep[22] 1.639042e+01 1.648423e+01 1.679786e+01
y_rep[23] 1.634297e+01 1.643039e+01 1.675183e+01
y_rep[24] 1.684572e+01 1.692924e+01 1.722179e+01
y_rep[25] 1.693158e+01 1.701931e+01 1.729047e+01
y_rep[26] 1.619456e+01 1.628301e+01 1.656846e+01
y_rep[27] 1.606293e+01 1.615685e+01 1.644303e+01
y_rep[28] 1.584651e+01 1.593735e+01 1.621215e+01
y_rep[29] 1.543827e+01 1.552425e+01 1.581535e+01
y_rep[30] 1.524122e+01 1.532887e+01 1.566487e+01
y_rep[31] 1.531137e+01 1.539546e+01 1.563401e+01
y_rep[32] 1.467595e+01 1.476881e+01 1.507520e+01
y_rep[33] 1.415486e+01 1.424624e+01 1.457038e+01
y_rep[34] 1.393858e+01 1.402581e+01 1.432187e+01
y_rep[35] 1.322808e+01 1.331476e+01 1.361608e+01
y_rep[36] 1.317143e+01 1.326755e+01 1.351418e+01
y_rep[37] 1.362214e+01 1.369837e+01 1.398810e+01
y_rep[38] 1.481083e+01 1.490485e+01 1.519458e+01
y_rep[39] 1.522795e+01 1.530838e+01 1.561336e+01
y_rep[40] 1.478876e+01 1.488018e+01 1.518677e+01
y_rep[41] 1.468564e+01 1.477163e+01 1.505953e+01
y_rep[42] 1.489489e+01 1.498928e+01 1.533031e+01
y_rep[43] 1.475393e+01 1.484175e+01 1.514554e+01
y_rep[44] 1.522126e+01 1.532083e+01 1.557699e+01
y_rep[45] 1.462579e+01 1.470817e+01 1.499830e+01
y_rep[46] 1.376631e+01 1.385762e+01 1.414852e+01
y_rep[47] 1.359957e+01 1.368621e+01 1.396642e+01
y_rep[48] 1.379956e+01 1.389882e+01 1.423642e+01
y_rep[49] 1.450244e+01 1.458893e+01 1.486529e+01
y_rep[50] 1.494407e+01 1.503542e+01 1.533493e+01
y_rep[51] 1.500855e+01 1.509470e+01 1.535427e+01
y_rep[52] 1.439937e+01 1.449097e+01 1.477834e+01
y_rep[53] 1.423484e+01 1.433154e+01 1.465149e+01
y_rep[54] 1.433068e+01 1.441754e+01 1.472201e+01
y_rep[55] 1.423177e+01 1.431691e+01 1.461826e+01
y_rep[56] 1.433646e+01 1.441950e+01 1.473046e+01
y_rep[57] 1.450102e+01 1.459117e+01 1.493028e+01
y_rep[58] 1.471448e+01 1.480591e+01 1.509526e+01
y_rep[59] 1.412063e+01 1.421319e+01 1.450592e+01
y_rep[60] 1.395564e+01 1.404287e+01 1.437197e+01
y_rep[61] 1.307485e+01 1.316931e+01 1.343273e+01
y_rep[62] 1.303829e+01 1.312883e+01 1.345673e+01
y_rep[63] 1.417195e+01 1.426304e+01 1.454104e+01
y_rep[64] 1.398364e+01 1.406751e+01 1.433013e+01
y_rep[65] 1.358788e+01 1.367541e+01 1.397870e+01
y_rep[66] 1.328569e+01 1.337959e+01 1.372022e+01
y_rep[67] 1.339260e+01 1.348119e+01 1.377325e+01
y_rep[68] 1.355839e+01 1.364191e+01 1.391370e+01
y_rep[69] 1.387978e+01 1.397281e+01 1.425667e+01
y_rep[70] 1.402573e+01 1.411794e+01 1.439043e+01
y_rep[71] 1.382016e+01 1.390545e+01 1.418911e+01
y_rep[72] 1.289345e+01 1.298923e+01 1.330753e+01
y_rep[73] 1.235115e+01 1.243171e+01 1.278835e+01
y_rep[74] 1.226632e+01 1.235042e+01 1.263130e+01
y_rep[75] 1.219698e+01 1.228420e+01 1.260054e+01
y_rep[76] 1.293183e+01 1.301704e+01 1.329564e+01
y_rep[77] 1.295872e+01 1.304723e+01 1.336377e+01
y_rep[78] 1.284862e+01 1.293511e+01 1.322615e+01
y_rep[79] 1.239771e+01 1.249078e+01 1.279459e+01
y_rep[80] 1.238635e+01 1.247668e+01 1.279304e+01
y_rep[81] 1.234292e+01 1.243532e+01 1.273970e+01
y_rep[82] 1.249253e+01 1.258010e+01 1.292651e+01
y_rep[83] 1.269161e+01 1.278296e+01 1.306092e+01
y_rep[84] 1.295400e+01 1.304185e+01 1.333040e+01
y_rep[85] 1.261969e+01 1.270150e+01 1.301395e+01
y_rep[86] 1.210549e+01 1.219507e+01 1.246113e+01
y_rep[87] 1.284625e+01 1.293556e+01 1.322109e+01
y_rep[88] 1.312219e+01 1.321589e+01 1.349558e+01
y_rep[89] 1.307624e+01 1.316275e+01 1.346820e+01
y_rep[90] 1.379630e+01 1.388670e+01 1.418569e+01
y_rep[91] 1.380442e+01 1.389050e+01 1.417459e+01
y_rep[92] 1.345218e+01 1.354437e+01 1.385593e+01
y_rep[93] 1.314422e+01 1.323196e+01 1.352733e+01
y_rep[94] 1.338112e+01 1.347693e+01 1.379684e+01
y_rep[95] 1.338849e+01 1.347776e+01 1.375710e+01
y_rep[96] 1.360070e+01 1.368162e+01 1.399185e+01
y_rep[97] 1.374431e+01 1.383716e+01 1.415127e+01
y_rep[98] 1.349385e+01 1.358097e+01 1.391205e+01
y_rep[99] 1.302042e+01 1.311568e+01 1.346922e+01
y_rep[100] 1.279581e+01 1.289083e+01 1.318845e+01
y_rep[101] 1.278148e+01 1.287207e+01 1.316784e+01
y_rep[102] 1.318517e+01 1.327458e+01 1.365446e+01
y_rep[103] 1.414962e+01 1.424140e+01 1.457430e+01
y_rep[104] 1.369661e+01 1.378281e+01 1.410439e+01
y_rep[105] 1.346410e+01 1.355272e+01 1.385747e+01
y_rep[106] 1.337634e+01 1.346075e+01 1.378009e+01
y_rep[107] 1.288947e+01 1.297929e+01 1.332590e+01
y_rep[108] 1.294711e+01 1.304167e+01 1.338001e+01
y_rep[109] 1.348378e+01 1.356312e+01 1.386379e+01
y_rep[110] 1.340783e+01 1.350178e+01 1.383694e+01
y_rep[111] 1.286594e+01 1.295688e+01 1.325248e+01
y_rep[112] 1.279533e+01 1.289406e+01 1.326676e+01
y_rep[113] 1.186883e+01 1.196305e+01 1.229246e+01
y_rep[114] 1.138401e+01 1.147915e+01 1.179137e+01
y_rep[115] 1.156456e+01 1.165460e+01 1.197603e+01
y_rep[116] 1.210605e+01 1.219376e+01 1.249098e+01
y_rep[117] 1.209095e+01 1.217959e+01 1.246730e+01
y_rep[118] 1.167937e+01 1.176739e+01 1.208388e+01
y_rep[119] 1.154536e+01 1.164094e+01 1.194906e+01
y_rep[120] 1.119863e+01 1.128614e+01 1.162163e+01
y_rep[121] 1.116616e+01 1.125920e+01 1.160044e+01
y_rep[122] 1.162596e+01 1.171326e+01 1.201593e+01
y_rep[123] 1.198630e+01 1.208235e+01 1.238131e+01
y_rep[124] 1.208141e+01 1.216488e+01 1.246549e+01
y_rep[125] 1.197399e+01 1.206526e+01 1.237540e+01
y_rep[126] 1.147326e+01 1.155996e+01 1.185912e+01
y_rep[127] 1.110717e+01 1.119731e+01 1.146327e+01
y_rep[128] 1.122799e+01 1.131809e+01 1.165429e+01
y_rep[129] 1.129803e+01 1.138531e+01 1.173296e+01
y_rep[130] 1.148237e+01 1.157364e+01 1.190138e+01
y_rep[131] 1.144740e+01 1.153986e+01 1.185425e+01
y_rep[132] 1.085810e+01 1.095412e+01 1.127543e+01
y_rep[133] 1.056251e+01 1.065527e+01 1.095451e+01
y_rep[134] 1.069268e+01 1.077942e+01 1.109150e+01
y_rep[135] 1.090390e+01 1.099427e+01 1.128137e+01
y_rep[136] 1.078593e+01 1.087625e+01 1.114963e+01
y_rep[137] 1.154512e+01 1.163761e+01 1.192919e+01
y_rep[138] 1.151351e+01 1.160384e+01 1.193402e+01
y_rep[139] 1.107085e+01 1.115907e+01 1.148750e+01
y_rep[140] 1.081883e+01 1.091057e+01 1.121137e+01
y_rep[141] 1.165098e+01 1.174001e+01 1.205645e+01
y_rep[142] 1.123939e+01 1.132836e+01 1.160053e+01
y_rep[143] 1.136055e+01 1.145395e+01 1.173783e+01
y_rep[144] 1.129509e+01 1.138397e+01 1.169197e+01
y_rep[145] 1.054099e+01 1.062801e+01 1.092980e+01
y_rep[146] 1.024948e+01 1.033569e+01 1.068711e+01
y_rep[147] 1.027453e+01 1.035620e+01 1.068352e+01
y_rep[148] 1.064450e+01 1.072684e+01 1.100690e+01
y_rep[149] 1.058214e+01 1.067432e+01 1.097555e+01
y_rep[150] 1.084997e+01 1.094164e+01 1.132812e+01
y_rep[151] 1.070513e+01 1.079552e+01 1.111810e+01
y_rep[152] 1.066236e+01 1.075558e+01 1.108565e+01
y_rep[153] 1.018987e+01 1.028500e+01 1.056981e+01
y_rep[154] 1.002625e+01 1.011502e+01 1.042755e+01
y_rep[155] 1.019381e+01 1.027815e+01 1.060165e+01
y_rep[156] 1.089797e+01 1.099020e+01 1.129403e+01
y_rep[157] 1.119217e+01 1.128454e+01 1.157469e+01
y_rep[158] 1.132130e+01 1.141826e+01 1.170353e+01
y_rep[159] 1.118579e+01 1.127952e+01 1.163367e+01
y_rep[160] 1.046023e+01 1.054527e+01 1.086040e+01
y_rep[161] 1.027306e+01 1.036119e+01 1.066409e+01
y_rep[162] 1.077900e+01 1.086451e+01 1.112719e+01
y_rep[163] 1.089378e+01 1.098601e+01 1.130400e+01
y_rep[164] 1.084058e+01 1.092585e+01 1.121910e+01
y_rep[165] 1.080073e+01 1.089115e+01 1.124662e+01
y_rep[166] 1.092473e+01 1.101687e+01 1.131156e+01
y_rep[167] 1.072168e+01 1.081492e+01 1.112210e+01
y_rep[168] 1.062019e+01 1.071837e+01 1.098756e+01
y_rep[169] 1.329715e+01 1.338743e+01 1.365721e+01
y_rep[170] 1.747662e+01 1.758570e+01 1.790622e+01
y_rep[171] 1.649048e+01 1.658499e+01 1.688947e+01
y_rep[172] 1.665963e+01 1.675636e+01 1.704112e+01
y_rep[173] 1.693291e+01 1.702696e+01 1.730297e+01
y_rep[174] 1.698628e+01 1.706987e+01 1.732812e+01
y_rep[175] 1.758516e+01 1.768025e+01 1.801143e+01
y_rep[176] 1.787164e+01 1.796336e+01 1.821244e+01
y_rep[177] 1.722363e+01 1.731777e+01 1.764629e+01
y_rep[178] 1.739661e+01 1.748895e+01 1.780228e+01
y_rep[179] 1.761386e+01 1.770438e+01 1.800684e+01
y_rep[180] 1.737818e+01 1.746241e+01 1.778740e+01
y_rep[181] 1.720572e+01 1.729716e+01 1.758843e+01
y_rep[182] 1.725142e+01 1.733925e+01 1.766876e+01
y_rep[183] 1.687753e+01 1.696741e+01 1.729136e+01
y_rep[184] 1.732049e+01 1.740950e+01 1.776365e+01
y_rep[185] 1.751762e+01 1.761156e+01 1.792252e+01
y_rep[186] 1.709680e+01 1.719046e+01 1.748251e+01
y_rep[187] 1.712659e+01 1.721700e+01 1.750811e+01
y_rep[188] 1.710458e+01 1.719053e+01 1.748825e+01
y_rep[189] 1.755564e+01 1.763849e+01 1.795027e+01
y_rep[190] 1.767019e+01 1.776921e+01 1.810211e+01
y_rep[191] 1.871082e+01 1.880139e+01 1.904840e+01
y_rep[192] 1.725962e+01 1.736355e+01 1.775511e+01
y_rep[193] 1.433598e+01 1.442489e+01 1.470632e+01
y_rep[194] 1.419466e+01 1.428876e+01 1.460301e+01
y_rep[195] 1.381737e+01 1.390385e+01 1.420282e+01
y_rep[196] 1.313445e+01 1.322240e+01 1.353386e+01
y_rep[197] 1.291027e+01 1.299646e+01 1.330034e+01
y_rep[198] 1.321465e+01 1.329786e+01 1.363641e+01
y_rep[199] 1.394950e+01 1.404252e+01 1.439337e+01
y_rep[200] 1.391227e+01 1.399679e+01 1.428998e+01
y_rep[201] 1.362809e+01 1.372279e+01 1.403024e+01
y_rep[202] 1.316674e+01 1.325593e+01 1.361179e+01
y_rep[203] 1.304363e+01 1.313202e+01 1.341368e+01
y_rep[204] 1.441133e+01 1.449848e+01 1.477073e+01
y_rep[205] 1.553853e+01 1.563309e+01 1.592109e+01
y_rep[206] 1.546416e+01 1.555215e+01 1.586994e+01
y_rep[207] 1.514452e+01 1.524076e+01 1.559274e+01
y_rep[208] 1.516980e+01 1.526151e+01 1.554816e+01
y_rep[209] 1.473997e+01 1.482924e+01 1.511769e+01
y_rep[210] 1.478573e+01 1.487158e+01 1.517529e+01
y_rep[211] 1.483343e+01 1.492732e+01 1.524143e+01
y_rep[212] 1.494346e+01 1.502801e+01 1.532406e+01
y_rep[213] 1.446030e+01 1.455200e+01 1.485771e+01
y_rep[214] 1.406219e+01 1.415139e+01 1.446989e+01
y_rep[215] 1.364047e+01 1.373163e+01 1.402631e+01
y_rep[216] 1.344131e+01 1.353088e+01 1.380569e+01
y_rep[217] 1.355724e+01 1.364364e+01 1.394195e+01
y_rep[218] 1.408564e+01 1.418014e+01 1.446804e+01
y_rep[219] 1.435616e+01 1.444508e+01 1.472589e+01
y_rep[220] 1.419098e+01 1.427398e+01 1.455643e+01
y_rep[221] 1.375090e+01 1.383788e+01 1.415192e+01
y_rep[222] 1.313997e+01 1.323706e+01 1.358334e+01
y_rep[223] 1.316823e+01 1.325406e+01 1.355362e+01
y_rep[224] 1.316654e+01 1.324932e+01 1.355210e+01
y_rep[225] 1.360783e+01 1.369994e+01 1.401609e+01
y_rep[226] 1.329643e+01 1.338405e+01 1.370125e+01
y_rep[227] 1.271398e+01 1.280414e+01 1.308578e+01
y_rep[228] 1.193910e+01 1.203002e+01 1.233339e+01
y_rep[229] 1.172125e+01 1.181591e+01 1.208899e+01
y_rep[230] 1.150665e+01 1.159525e+01 1.185757e+01
y_rep[231] 1.164477e+01 1.173468e+01 1.205350e+01
y_rep[232] 1.261112e+01 1.270408e+01 1.300830e+01
y_rep[233] 1.260487e+01 1.269927e+01 1.302894e+01
y_rep[234] 1.214902e+01 1.223618e+01 1.249720e+01
y_rep[235] 1.235580e+01 1.244383e+01 1.275455e+01
y_rep[236] 1.260399e+01 1.269110e+01 1.299676e+01
y_rep[237] 1.264785e+01 1.274280e+01 1.303197e+01
y_rep[238] 1.261463e+01 1.270787e+01 1.306706e+01
y_rep[239] 1.348096e+01 1.357048e+01 1.389515e+01
y_rep[240] 1.404378e+01 1.413559e+01 1.440790e+01
y_rep[241] 1.352314e+01 1.361639e+01 1.389012e+01
y_rep[242] 1.345511e+01 1.354890e+01 1.386522e+01
y_rep[243] 1.352200e+01 1.362439e+01 1.393257e+01
y_rep[244] 1.355004e+01 1.364567e+01 1.395871e+01
y_rep[245] 1.385435e+01 1.393808e+01 1.421527e+01
y_rep[246] 1.444740e+01 1.454088e+01 1.481880e+01
y_rep[247] 1.406655e+01 1.415570e+01 1.447836e+01
y_rep[248] 1.368743e+01 1.377446e+01 1.409789e+01
y_rep[249] 1.384695e+01 1.394507e+01 1.431207e+01
y_rep[250] 1.353347e+01 1.362513e+01 1.396450e+01
y_rep[251] 1.415426e+01 1.424791e+01 1.451028e+01
y_rep[252] 1.453221e+01 1.462532e+01 1.493991e+01
y_rep[253] 1.455368e+01 1.465149e+01 1.496285e+01
y_rep[254] 1.414649e+01 1.424596e+01 1.456599e+01
y_rep[255] 1.373479e+01 1.381938e+01 1.417190e+01
y_rep[256] 1.370211e+01 1.379158e+01 1.407214e+01
y_rep[257] 1.394513e+01 1.402819e+01 1.433452e+01
y_rep[258] 1.393294e+01 1.402318e+01 1.430989e+01
y_rep[259] 1.362078e+01 1.371671e+01 1.401156e+01
y_rep[260] 1.359484e+01 1.368146e+01 1.397069e+01
y_rep[261] 1.351361e+01 1.360600e+01 1.393710e+01
y_rep[262] 1.242051e+01 1.250895e+01 1.287397e+01
y_rep[263] 1.211808e+01 1.221345e+01 1.251736e+01
y_rep[264] 1.236529e+01 1.246688e+01 1.279530e+01
y_rep[265] 1.244769e+01 1.253243e+01 1.283924e+01
y_rep[266] 1.343337e+01 1.352584e+01 1.381259e+01
y_rep[267] 1.316920e+01 1.325795e+01 1.356742e+01
y_rep[268] 1.270481e+01 1.279778e+01 1.310356e+01
y_rep[269] 1.257414e+01 1.267057e+01 1.291266e+01
y_rep[270] 1.303581e+01 1.312410e+01 1.340507e+01
y_rep[271] 1.353569e+01 1.362564e+01 1.390736e+01
y_rep[272] 1.375368e+01 1.384518e+01 1.415393e+01
y_rep[273] 1.356177e+01 1.364942e+01 1.395689e+01
y_rep[274] 1.347463e+01 1.356863e+01 1.386344e+01
y_rep[275] 1.282350e+01 1.291217e+01 1.323590e+01
y_rep[276] 1.265468e+01 1.274149e+01 1.300759e+01
y_rep[277] 1.270252e+01 1.279067e+01 1.309907e+01
y_rep[278] 1.286060e+01 1.296214e+01 1.325204e+01
y_rep[279] 1.286080e+01 1.294384e+01 1.326327e+01
y_rep[280] 1.292079e+01 1.300515e+01 1.332977e+01
y_rep[281] 1.279861e+01 1.288837e+01 1.319195e+01
y_rep[282] 1.262997e+01 1.272280e+01 1.306132e+01
y_rep[283] 1.324795e+01 1.333777e+01 1.364128e+01
y_rep[284] 1.307658e+01 1.315682e+01 1.349893e+01
y_rep[285] 1.357186e+01 1.366768e+01 1.395593e+01
y_rep[286] 1.368525e+01 1.377387e+01 1.407804e+01
y_rep[287] 1.348379e+01 1.357311e+01 1.388557e+01
y_rep[288] 1.320543e+01 1.329712e+01 1.357250e+01
y_rep[289] 1.282903e+01 1.291221e+01 1.326010e+01
y_rep[290] 1.273261e+01 1.281693e+01 1.311727e+01
y_rep[291] 1.289939e+01 1.299198e+01 1.330333e+01
y_rep[292] 1.306191e+01 1.314706e+01 1.340969e+01
y_rep[293] 1.280507e+01 1.289599e+01 1.319466e+01
y_rep[294] 1.263255e+01 1.271797e+01 1.298397e+01
y_rep[295] 1.294662e+01 1.303536e+01 1.335187e+01
y_rep[296] 1.347327e+01 1.356497e+01 1.386855e+01
y_rep[297] 1.317837e+01 1.326187e+01 1.356155e+01
y_rep[298] 1.452114e+01 1.460766e+01 1.493190e+01
y_rep[299] 1.463889e+01 1.473081e+01 1.502248e+01
y_rep[300] 1.492770e+01 1.501360e+01 1.531875e+01
y_rep[301] 1.488316e+01 1.497794e+01 1.530023e+01
y_rep[302] 1.488438e+01 1.497542e+01 1.529254e+01
y_rep[303] 1.477677e+01 1.486717e+01 1.518658e+01
y_rep[304] 1.488697e+01 1.497800e+01 1.531964e+01
y_rep[305] 1.485977e+01 1.494632e+01 1.521276e+01
y_rep[306] 1.462061e+01 1.471187e+01 1.500585e+01
y_rep[307] 1.463572e+01 1.472914e+01 1.506651e+01
y_rep[308] 1.461633e+01 1.470755e+01 1.502525e+01
y_rep[309] 1.555759e+01 1.565089e+01 1.598450e+01
y_rep[310] 1.601699e+01 1.610614e+01 1.639765e+01
y_rep[311] 1.575239e+01 1.584285e+01 1.609451e+01
y_rep[312] 1.570234e+01 1.579500e+01 1.608822e+01
y_rep[313] 1.586004e+01 1.595058e+01 1.624646e+01
y_rep[314] 1.568822e+01 1.578046e+01 1.609762e+01
y_rep[315] 1.535467e+01 1.544810e+01 1.572082e+01
y_rep[316] 1.522171e+01 1.530824e+01 1.561111e+01
y_rep[317] 1.491403e+01 1.500913e+01 1.528955e+01
y_rep[318] 1.470977e+01 1.479733e+01 1.511219e+01
y_rep[319] 1.481465e+01 1.490280e+01 1.522852e+01
y_rep[320] 1.407043e+01 1.416189e+01 1.447629e+01
y_rep[321] 1.314157e+01 1.322648e+01 1.353841e+01
y_rep[322] 1.308232e+01 1.316436e+01 1.349563e+01
y_rep[323] 1.259396e+01 1.268387e+01 1.296953e+01
y_rep[324] 1.281388e+01 1.290295e+01 1.316356e+01
y_rep[325] 1.313145e+01 1.321916e+01 1.352331e+01
y_rep[326] 1.325186e+01 1.334809e+01 1.362911e+01
y_rep[327] 1.357761e+01 1.366305e+01 1.397328e+01
y_rep[328] 1.350484e+01 1.358931e+01 1.387756e+01
y_rep[329] 1.352113e+01 1.360928e+01 1.392823e+01
y_rep[330] 1.354145e+01 1.363551e+01 1.391874e+01
y_rep[331] 1.357477e+01 1.366942e+01 1.396080e+01
y_rep[332] 1.289675e+01 1.298676e+01 1.331211e+01
y_rep[333] 1.346819e+01 1.355473e+01 1.387121e+01
y_rep[334] 1.360986e+01 1.370421e+01 1.401724e+01
y_rep[335] 1.340415e+01 1.349025e+01 1.376992e+01
y_rep[336] 1.320479e+01 1.329801e+01 1.358357e+01
y_rep[337] 1.318478e+01 1.326907e+01 1.359786e+01
y_rep[338] 1.369589e+01 1.378766e+01 1.407857e+01
y_rep[339] 1.388276e+01 1.397735e+01 1.428221e+01
y_rep[340] 1.415648e+01 1.425366e+01 1.457720e+01
y_rep[341] 1.381644e+01 1.390239e+01 1.427332e+01
y_rep[342] 1.394519e+01 1.403406e+01 1.434044e+01
y_rep[343] 1.422252e+01 1.431181e+01 1.459834e+01
y_rep[344] 1.403747e+01 1.412274e+01 1.439128e+01
y_rep[345] 1.425635e+01 1.435287e+01 1.466166e+01
y_rep[346] 1.451970e+01 1.460770e+01 1.493811e+01
y_rep[347] 1.405526e+01 1.414820e+01 1.441734e+01
y_rep[348] 1.399262e+01 1.407689e+01 1.439942e+01
y_rep[349] 1.381204e+01 1.389721e+01 1.417996e+01
y_rep[350] 1.389001e+01 1.398727e+01 1.429914e+01
y_rep[351] 1.398297e+01 1.407034e+01 1.434129e+01
y_rep[352] 1.445261e+01 1.453841e+01 1.482272e+01
y_rep[353] 1.447082e+01 1.456166e+01 1.484091e+01
y_rep[354] 1.532390e+01 1.542381e+01 1.573276e+01
y_rep[355] 1.535572e+01 1.544812e+01 1.574186e+01
y_rep[356] 1.540236e+01 1.549059e+01 1.580038e+01
y_rep[357] 1.734953e+01 1.742866e+01 1.776277e+01
y_rep[358] 1.907343e+01 1.916136e+01 1.949758e+01
y_rep[359] 1.820673e+01 1.829631e+01 1.860419e+01
y_rep[360] 1.904010e+01 1.913157e+01 1.943128e+01
y_rep[361] 1.896819e+01 1.905580e+01 1.932324e+01
y_rep[362] 1.909024e+01 1.918381e+01 1.947563e+01
y_rep[363] 2.007505e+01 2.015715e+01 2.049756e+01
y_rep[364] 2.047341e+01 2.056469e+01 2.085964e+01
y_rep[365] 2.008355e+01 2.017892e+01 2.047770e+01
y_rep[366] 2.030622e+01 2.039939e+01 2.069545e+01
y_rep[367] 2.105768e+01 2.114325e+01 2.144623e+01
y_rep[368] 2.094389e+01 2.103453e+01 2.131464e+01
y_rep[369] 2.142357e+01 2.151517e+01 2.182206e+01
y_rep[370] 2.181233e+01 2.189605e+01 2.224357e+01
y_rep[371] 2.137110e+01 2.146886e+01 2.173922e+01
y_rep[372] 2.195246e+01 2.204442e+01 2.236192e+01
y_rep[373] 2.218913e+01 2.227912e+01 2.256924e+01
y_rep[374] 2.192616e+01 2.201594e+01 2.229843e+01
y_rep[375] 2.194858e+01 2.204805e+01 2.232843e+01
y_rep[376] 2.205155e+01 2.215030e+01 2.250328e+01
y_rep[377] 2.194743e+01 2.203346e+01 2.241277e+01
y_rep[378] 2.190476e+01 2.199561e+01 2.228049e+01
y_rep[379] 2.157118e+01 2.166819e+01 2.201736e+01
y_rep[380] 1.954494e+01 1.964363e+01 1.994883e+01
y_rep[381] 1.996072e+01 2.005977e+01 2.035134e+01
y_rep[382] 2.066577e+01 2.075256e+01 2.103319e+01
y_rep[383] 2.030864e+01 2.040229e+01 2.070107e+01
y_rep[384] 2.000010e+01 2.009828e+01 2.043085e+01
y_rep[385] 1.979190e+01 1.988203e+01 2.019303e+01
y_rep[386] 1.935087e+01 1.943909e+01 1.973779e+01
y_rep[387] 1.985114e+01 1.993994e+01 2.023900e+01
y_rep[388] 2.033938e+01 2.043038e+01 2.078217e+01
y_rep[389] 2.003077e+01 2.011784e+01 2.039427e+01
y_rep[390] 1.946997e+01 1.955577e+01 1.986490e+01
y_rep[391] 1.929011e+01 1.937827e+01 1.965339e+01
y_rep[392] 1.859871e+01 1.868151e+01 1.896343e+01
y_rep[393] 1.892523e+01 1.901586e+01 1.932348e+01
y_rep[394] 1.894760e+01 1.903213e+01 1.932173e+01
y_rep[395] 1.857949e+01 1.867323e+01 1.899649e+01
y_rep[396] 1.810342e+01 1.819613e+01 1.851340e+01
y_rep[397] 1.802980e+01 1.812088e+01 1.839881e+01
y_rep[398] 1.802534e+01 1.811391e+01 1.843420e+01
y_rep[399] 1.789604e+01 1.800125e+01 1.827318e+01
y_rep[400] 1.749891e+01 1.759286e+01 1.796157e+01
y_rep[401] 1.769328e+01 1.778346e+01 1.804723e+01
y_rep[402] 1.757157e+01 1.766150e+01 1.795942e+01
y_rep[403] 1.727242e+01 1.737759e+01 1.763370e+01
y_rep[404] 1.675291e+01 1.684567e+01 1.714898e+01
y_rep[405] 1.596589e+01 1.605275e+01 1.636893e+01
y_rep[406] 1.608824e+01 1.617353e+01 1.649902e+01
y_rep[407] 1.640929e+01 1.649562e+01 1.676315e+01
y_rep[408] 1.620556e+01 1.629411e+01 1.658263e+01
y_rep[409] 1.595361e+01 1.604638e+01 1.633680e+01
y_rep[410] 1.537890e+01 1.547715e+01 1.574522e+01
y_rep[411] 1.516139e+01 1.524800e+01 1.558161e+01
y_rep[412] 1.532025e+01 1.540991e+01 1.574683e+01
y_rep[413] 1.532462e+01 1.540733e+01 1.574064e+01
y_rep[414] 1.503868e+01 1.512440e+01 1.542770e+01
y_rep[415] 1.496916e+01 1.505187e+01 1.535646e+01
y_rep[416] 1.512082e+01 1.520480e+01 1.551921e+01
y_rep[417] 1.482655e+01 1.491613e+01 1.520325e+01
y_rep[418] 1.506645e+01 1.515689e+01 1.543763e+01
y_rep[419] 1.606502e+01 1.615400e+01 1.644719e+01
y_rep[420] 1.586029e+01 1.594777e+01 1.626313e+01
y_rep[421] 1.565068e+01 1.574410e+01 1.610322e+01
y_rep[422] 1.527682e+01 1.536738e+01 1.566505e+01
y_rep[423] 1.493325e+01 1.502181e+01 1.532395e+01
y_rep[424] 1.543822e+01 1.552762e+01 1.580256e+01
y_rep[425] 1.589436e+01 1.598843e+01 1.628907e+01
y_rep[426] 1.589375e+01 1.598370e+01 1.624812e+01
y_rep[427] 1.590769e+01 1.599915e+01 1.634129e+01
y_rep[428] 1.601730e+01 1.610196e+01 1.639335e+01
y_rep[429] 1.571816e+01 1.580045e+01 1.612415e+01
y_rep[430] 1.579079e+01 1.587696e+01 1.617757e+01
y_rep[431] 1.613954e+01 1.622125e+01 1.653354e+01
y_rep[432] 1.592746e+01 1.601250e+01 1.635151e+01
y_rep[433] 1.618625e+01 1.626731e+01 1.656290e+01
y_rep[434] 1.646892e+01 1.655531e+01 1.685513e+01
y_rep[435] 1.617579e+01 1.626022e+01 1.661009e+01
y_rep[436] 1.591045e+01 1.599726e+01 1.629130e+01
y_rep[437] 1.630952e+01 1.639670e+01 1.674063e+01
y_rep[438] 1.591151e+01 1.601169e+01 1.631682e+01
y_rep[439] 1.571810e+01 1.580843e+01 1.610093e+01
y_rep[440] 1.577035e+01 1.586046e+01 1.616232e+01
y_rep[441] 1.563046e+01 1.572316e+01 1.601653e+01
y_rep[442] 1.528171e+01 1.536248e+01 1.566732e+01
y_rep[443] 1.549960e+01 1.559300e+01 1.590419e+01
y_rep[444] 1.517375e+01 1.526176e+01 1.555428e+01
y_rep[445] 1.512697e+01 1.521892e+01 1.547984e+01
y_rep[446] 1.573042e+01 1.583033e+01 1.615267e+01
y_rep[447] 1.568291e+01 1.577464e+01 1.610371e+01
y_rep[448] 1.471057e+01 1.480128e+01 1.514598e+01
y_rep[449] 1.487620e+01 1.496914e+01 1.527686e+01
y_rep[450] 1.467233e+01 1.476800e+01 1.504854e+01
y_rep[451] 1.443864e+01 1.452989e+01 1.481575e+01
y_rep[452] 1.435171e+01 1.443848e+01 1.477990e+01
y_rep[453] 1.398891e+01 1.407491e+01 1.432742e+01
y_rep[454] 1.362998e+01 1.371988e+01 1.403871e+01
y_rep[455] 1.482580e+01 1.491439e+01 1.518682e+01
y_rep[456] 1.489531e+01 1.499285e+01 1.527646e+01
y_rep[457] 1.473110e+01 1.481663e+01 1.511548e+01
y_rep[458] 1.486286e+01 1.495010e+01 1.524772e+01
y_rep[459] 1.494331e+01 1.503889e+01 1.529924e+01
y_rep[460] 1.444528e+01 1.453473e+01 1.489640e+01
y_rep[461] 1.481536e+01 1.490349e+01 1.524246e+01
y_rep[462] 1.456350e+01 1.465977e+01 1.497659e+01
y_rep[463] 1.413127e+01 1.422799e+01 1.449376e+01
y_rep[464] 1.411850e+01 1.421288e+01 1.451798e+01
y_rep[465] 1.383634e+01 1.393334e+01 1.423813e+01
y_rep[466] 1.384436e+01 1.392885e+01 1.419101e+01
y_rep[467] 1.542174e+01 1.551284e+01 1.582479e+01
y_rep[468] 1.506342e+01 1.515840e+01 1.542372e+01
y_rep[469] 1.524459e+01 1.533145e+01 1.563837e+01
y_rep[470] 1.569631e+01 1.579312e+01 1.612713e+01
y_rep[471] 1.596159e+01 1.606247e+01 1.645523e+01
y_rep[472] 1.562904e+01 1.571135e+01 1.597021e+01
y_rep[473] 1.908261e+01 1.917356e+01 1.952119e+01
y_rep[474] 2.213852e+01 2.222623e+01 2.248838e+01
y_rep[475] 2.179514e+01 2.188543e+01 2.217717e+01
y_rep[476] 2.183283e+01 2.192919e+01 2.223750e+01
y_rep[477] 2.157546e+01 2.166390e+01 2.192600e+01
y_rep[478] 2.061467e+01 2.069936e+01 2.099222e+01
y_rep[479] 2.145485e+01 2.155045e+01 2.186001e+01
y_rep[480] 2.123708e+01 2.133097e+01 2.159863e+01
y_rep[481] 2.108438e+01 2.117887e+01 2.150623e+01
y_rep[482] 2.102799e+01 2.111652e+01 2.146220e+01
y_rep[483] 2.128615e+01 2.138022e+01 2.168594e+01
y_rep[484] 2.132653e+01 2.142056e+01 2.170781e+01
y_rep[485] 2.159850e+01 2.168978e+01 2.198158e+01
y_rep[486] 2.179174e+01 2.188486e+01 2.219241e+01
y_rep[487] 2.141539e+01 2.150722e+01 2.179024e+01
y_rep[488] 2.239092e+01 2.248351e+01 2.277787e+01
y_rep[489] 2.216179e+01 2.225479e+01 2.257248e+01
y_rep[490] 2.145653e+01 2.154809e+01 2.183078e+01
y_rep[491] 2.151052e+01 2.160234e+01 2.191827e+01
y_rep[492] 2.120513e+01 2.129173e+01 2.156957e+01
y_rep[493] 2.076226e+01 2.085308e+01 2.114622e+01
y_rep[494] 2.113019e+01 2.121524e+01 2.151693e+01
y_rep[495] 2.098349e+01 2.107402e+01 2.137706e+01
y_rep[496] 1.907859e+01 1.917157e+01 1.950763e+01
y_rep[497] 1.584619e+01 1.593547e+01 1.625299e+01
y_rep[498] 1.644345e+01 1.653814e+01 1.682146e+01
y_rep[499] 1.664824e+01 1.675378e+01 1.704031e+01
y_rep[500] 1.569884e+01 1.578581e+01 1.611318e+01
y_rep[501] 1.584825e+01 1.594072e+01 1.626532e+01
y_rep[502] 1.543843e+01 1.553011e+01 1.583914e+01
y_rep[503] 1.562940e+01 1.571532e+01 1.600018e+01
y_rep[504] 1.565381e+01 1.574655e+01 1.607460e+01
y_rep[505] 1.526206e+01 1.534939e+01 1.567131e+01
y_rep[506] 1.495089e+01 1.504181e+01 1.530446e+01
y_rep[507] 1.478498e+01 1.487589e+01 1.513710e+01
y_rep[508] 1.419799e+01 1.430345e+01 1.461767e+01
y_rep[509] 1.448969e+01 1.458526e+01 1.488627e+01
y_rep[510] 1.413506e+01 1.422439e+01 1.450677e+01
y_rep[511] 1.356075e+01 1.364270e+01 1.395156e+01
y_rep[512] 1.369142e+01 1.378392e+01 1.412326e+01
y_rep[513] 1.326541e+01 1.336025e+01 1.367821e+01
y_rep[514] 1.283763e+01 1.293186e+01 1.324960e+01
y_rep[515] 1.287128e+01 1.296476e+01 1.332094e+01
y_rep[516] 1.320324e+01 1.330111e+01 1.362966e+01
y_rep[517] 1.281834e+01 1.290481e+01 1.321455e+01
y_rep[518] 1.302632e+01 1.311808e+01 1.341189e+01
y_rep[519] 1.297959e+01 1.306978e+01 1.339245e+01
y_rep[520] 1.238141e+01 1.246629e+01 1.282280e+01
y_rep[521] 1.269956e+01 1.279647e+01 1.313330e+01
y_rep[522] 1.256137e+01 1.264946e+01 1.299282e+01
y_rep[523] 1.234790e+01 1.244159e+01 1.274550e+01
y_rep[524] 1.218585e+01 1.227901e+01 1.263053e+01
y_rep[525] 1.230744e+01 1.239665e+01 1.268875e+01
y_rep[526] 1.179351e+01 1.187966e+01 1.219904e+01
y_rep[527] 1.172972e+01 1.181602e+01 1.212480e+01
y_rep[528] 1.224795e+01 1.234065e+01 1.265385e+01
y_rep[529] 1.199974e+01 1.208655e+01 1.239591e+01
y_rep[530] 1.229680e+01 1.239212e+01 1.270412e+01
y_rep[531] 1.210029e+01 1.219616e+01 1.248762e+01
y_rep[532] 1.146143e+01 1.155684e+01 1.183072e+01
y_rep[533] 1.171627e+01 1.180377e+01 1.212924e+01
y_rep[534] 1.186862e+01 1.196190e+01 1.220471e+01
y_rep[535] 1.167903e+01 1.176340e+01 1.208519e+01
y_rep[536] 1.265857e+01 1.274621e+01 1.303332e+01
y_rep[537] 1.226271e+01 1.235459e+01 1.262277e+01
y_rep[538] 1.182992e+01 1.191634e+01 1.222039e+01
y_rep[539] 1.187544e+01 1.197184e+01 1.228499e+01
y_rep[540] 1.155647e+01 1.165002e+01 1.197472e+01
y_rep[541] 1.149845e+01 1.158677e+01 1.187729e+01
y_rep[542] 1.159025e+01 1.167992e+01 1.200541e+01
y_rep[543] 1.134229e+01 1.143607e+01 1.176277e+01
y_rep[544] 1.114188e+01 1.122495e+01 1.151149e+01
y_rep[545] 1.170320e+01 1.179922e+01 1.213911e+01
y_rep[546] 1.131973e+01 1.140780e+01 1.174605e+01
y_rep[547] 1.137261e+01 1.146482e+01 1.181807e+01
y_rep[548] 1.129739e+01 1.138226e+01 1.167176e+01
y_rep[549] 1.161456e+01 1.170618e+01 1.199581e+01
y_rep[550] 1.154586e+01 1.163866e+01 1.196400e+01
y_rep[551] 1.125511e+01 1.134622e+01 1.166278e+01
y_rep[552] 1.099002e+01 1.108412e+01 1.133746e+01
y_rep[553] 1.085142e+01 1.094187e+01 1.129085e+01
y_rep[554] 1.103914e+01 1.113570e+01 1.141349e+01
y_rep[555] 1.097098e+01 1.106427e+01 1.135914e+01
y_rep[556] 1.043514e+01 1.052173e+01 1.084070e+01
y_rep[557] 1.024501e+01 1.033460e+01 1.063020e+01
y_rep[558] 1.033172e+01 1.041328e+01 1.067323e+01
y_rep[559] 1.006455e+01 1.016145e+01 1.048889e+01
y_rep[560] 1.324335e+01 1.334777e+01 1.368520e+01
y_rep[561] 1.280390e+01 1.289192e+01 1.319312e+01
y_rep[562] 1.264331e+01 1.274517e+01 1.312920e+01
y_rep[563] 1.299474e+01 1.308956e+01 1.342645e+01
y_rep[564] 1.347170e+01 1.356251e+01 1.390479e+01
y_rep[565] 1.297304e+01 1.306229e+01 1.337263e+01
y_rep[566] 1.319839e+01 1.328990e+01 1.358980e+01
y_rep[567] 1.292461e+01 1.301697e+01 1.331474e+01
y_rep[568] 1.251781e+01 1.261859e+01 1.288064e+01
y_rep[569] 1.285172e+01 1.293870e+01 1.326185e+01
y_rep[570] 1.271607e+01 1.282549e+01 1.317339e+01
y_rep[571] 1.268063e+01 1.277031e+01 1.306659e+01
y_rep[572] 1.230776e+01 1.240506e+01 1.274136e+01
y_rep[573] 1.235616e+01 1.244593e+01 1.278091e+01
y_rep[574] 1.210973e+01 1.219590e+01 1.249664e+01
y_rep[575] 1.232298e+01 1.240405e+01 1.269183e+01
y_rep[576] 1.206183e+01 1.215708e+01 1.245561e+01
y_rep[577] 1.197778e+01 1.206977e+01 1.240298e+01
y_rep[578] 1.234973e+01 1.244160e+01 1.272832e+01
y_rep[579] 1.234030e+01 1.242517e+01 1.272611e+01
y_rep[580] 1.204965e+01 1.213858e+01 1.246518e+01
y_rep[581] 1.213192e+01 1.222258e+01 1.252074e+01
y_rep[582] 1.217305e+01 1.226632e+01 1.253567e+01
y_rep[583] 1.100942e+01 1.110349e+01 1.143581e+01
y_rep[584] 1.106783e+01 1.116383e+01 1.146537e+01
y_rep[585] 1.084685e+01 1.093371e+01 1.119480e+01
y_rep[586] 1.047849e+01 1.056531e+01 1.090512e+01
y_rep[587] 1.060176e+01 1.068629e+01 1.097851e+01
y_rep[588] 1.123801e+01 1.133293e+01 1.164904e+01
y_rep[589] 1.126187e+01 1.135904e+01 1.168189e+01
y_rep[590] 1.153016e+01 1.162135e+01 1.191286e+01
y_rep[591] 1.160123e+01 1.169896e+01 1.200314e+01
y_rep[592] 1.769157e+01 1.783474e+01 1.812488e+01
y_rep[593] 1.865643e+01 1.875666e+01 1.907974e+01
y_rep[594] 1.919884e+01 1.928735e+01 1.961408e+01
y_rep[595] 1.858120e+01 1.867045e+01 1.895545e+01
y_rep[596] 1.906955e+01 1.916454e+01 1.943759e+01
y_rep[597] 1.943488e+01 1.952787e+01 1.980487e+01
y_rep[598] 1.929378e+01 1.938804e+01 1.967788e+01
y_rep[599] 1.960422e+01 1.969207e+01 1.999784e+01
y_rep[600] 1.938871e+01 1.948133e+01 1.975010e+01
y_rep[601] 1.948284e+01 1.957165e+01 1.984111e+01
y_rep[602] 1.958658e+01 1.967887e+01 1.999658e+01
y_rep[603] 2.043838e+01 2.052786e+01 2.083364e+01
y_rep[604] 2.018586e+01 2.028473e+01 2.055863e+01
y_rep[605] 2.001694e+01 2.010225e+01 2.039691e+01
y_rep[606] 2.036429e+01 2.045860e+01 2.074625e+01
y_rep[607] 2.039853e+01 2.048674e+01 2.080200e+01
y_rep[608] 2.044262e+01 2.052430e+01 2.078566e+01
y_rep[609] 2.072699e+01 2.080938e+01 2.114051e+01
y_rep[610] 2.039092e+01 2.048075e+01 2.077476e+01
y_rep[611] 2.072944e+01 2.082067e+01 2.112106e+01
y_rep[612] 2.042706e+01 2.051246e+01 2.079810e+01
y_rep[613] 2.009191e+01 2.018218e+01 2.044680e+01
y_rep[614] 1.823280e+01 1.832242e+01 1.862648e+01
y_rep[615] 1.639414e+01 1.648760e+01 1.682345e+01
y_rep[616] 1.542593e+01 1.551423e+01 1.581381e+01
y_rep[617] 1.568179e+01 1.577677e+01 1.608780e+01
y_rep[618] 1.520378e+01 1.529462e+01 1.559205e+01
y_rep[619] 1.465088e+01 1.474860e+01 1.507889e+01
y_rep[620] 1.465118e+01 1.474076e+01 1.504496e+01
y_rep[621] 1.474069e+01 1.483495e+01 1.516006e+01
y_rep[622] 1.525805e+01 1.534986e+01 1.562021e+01
y_rep[623] 1.542073e+01 1.550863e+01 1.584287e+01
y_rep[624] 1.513572e+01 1.523036e+01 1.553108e+01
y_rep[625] 1.509259e+01 1.518669e+01 1.549776e+01
y_rep[626] 1.452883e+01 1.461806e+01 1.493261e+01
y_rep[627] 1.439213e+01 1.448048e+01 1.482131e+01
y_rep[628] 1.410026e+01 1.419150e+01 1.449551e+01
y_rep[629] 1.379574e+01 1.389000e+01 1.420466e+01
y_rep[630] 1.378165e+01 1.387426e+01 1.417395e+01
y_rep[631] 1.335805e+01 1.344887e+01 1.373723e+01
y_rep[632] 1.338296e+01 1.347447e+01 1.376215e+01
y_rep[633] 1.342825e+01 1.352462e+01 1.387083e+01
y_rep[634] 1.323138e+01 1.332304e+01 1.362822e+01
y_rep[635] 1.275682e+01 1.283413e+01 1.311106e+01
y_rep[636] 1.268703e+01 1.277957e+01 1.310524e+01
y_rep[637] 1.226223e+01 1.236022e+01 1.264802e+01
y_rep[638] 1.276152e+01 1.284668e+01 1.316593e+01
y_rep[639] 1.298056e+01 1.306878e+01 1.338285e+01
y_rep[640] 1.279822e+01 1.289110e+01 1.318260e+01
y_rep[641] 1.257324e+01 1.266591e+01 1.294188e+01
y_rep[642] 1.281202e+01 1.290891e+01 1.324174e+01
y_rep[643] 1.251470e+01 1.260324e+01 1.290499e+01
y_rep[644] 1.233608e+01 1.242869e+01 1.271928e+01
y_rep[645] 1.232900e+01 1.242181e+01 1.269447e+01
y_rep[646] 1.194245e+01 1.203055e+01 1.230054e+01
y_rep[647] 1.193814e+01 1.203180e+01 1.235092e+01
y_rep[648] 1.204423e+01 1.213562e+01 1.244453e+01
y_rep[649] 1.238505e+01 1.246552e+01 1.275511e+01
y_rep[650] 1.242874e+01 1.251730e+01 1.279637e+01
y_rep[651] 1.252363e+01 1.261241e+01 1.293955e+01
y_rep[652] 1.246284e+01 1.254934e+01 1.284363e+01
y_rep[653] 1.247640e+01 1.257737e+01 1.293265e+01
y_rep[654] 1.250086e+01 1.259376e+01 1.294021e+01
y_rep[655] 1.253069e+01 1.263052e+01 1.297586e+01
y_rep[656] 1.249039e+01 1.258162e+01 1.286454e+01
y_rep[657] 1.251533e+01 1.260100e+01 1.293116e+01
y_rep[658] 1.252423e+01 1.261403e+01 1.292952e+01
y_rep[659] 1.256255e+01 1.264848e+01 1.293177e+01
y_rep[660] 1.235889e+01 1.244351e+01 1.274937e+01
y_rep[661] 1.200130e+01 1.209425e+01 1.240130e+01
y_rep[662] 1.213100e+01 1.222114e+01 1.253062e+01
y_rep[663] 1.211601e+01 1.220751e+01 1.248099e+01
y_rep[664] 1.244547e+01 1.253552e+01 1.282570e+01
y_rep[665] 1.273539e+01 1.283045e+01 1.308188e+01
y_rep[666] 1.220442e+01 1.229497e+01 1.257959e+01
y_rep[667] 1.242182e+01 1.251467e+01 1.280149e+01
y_rep[668] 1.205996e+01 1.214036e+01 1.242884e+01
y_rep[669] 1.188148e+01 1.197009e+01 1.228250e+01
y_rep[670] 1.207571e+01 1.216214e+01 1.244995e+01
y_rep[671] 1.237415e+01 1.246440e+01 1.274813e+01
y_rep[672] 1.214121e+01 1.223143e+01 1.256213e+01
y_rep[673] 1.186229e+01 1.195574e+01 1.232680e+01
y_rep[674] 1.192184e+01 1.201160e+01 1.236562e+01
y_rep[675] 1.177515e+01 1.186338e+01 1.214877e+01
y_rep[676] 1.190289e+01 1.199569e+01 1.224782e+01
y_rep[677] 1.206212e+01 1.215281e+01 1.242038e+01
y_rep[678] 1.153116e+01 1.162516e+01 1.192011e+01
y_rep[679] 1.150852e+01 1.159937e+01 1.189336e+01
y_rep[680] 1.110671e+01 1.120241e+01 1.149154e+01
y_rep[681] 1.090823e+01 1.100434e+01 1.125894e+01
y_rep[682] 1.124175e+01 1.133946e+01 1.162606e+01
y_rep[683] 1.150832e+01 1.159355e+01 1.186948e+01
y_rep[684] 1.125582e+01 1.134735e+01 1.168305e+01
y_rep[685] 1.103887e+01 1.112569e+01 1.146019e+01
y_rep[686] 1.087906e+01 1.096955e+01 1.128919e+01
y_rep[687] 1.060765e+01 1.069870e+01 1.101081e+01
y_rep[688] 1.096534e+01 1.105330e+01 1.137488e+01
y_rep[689] 1.076538e+01 1.085106e+01 1.112111e+01
y_rep[690] 1.090535e+01 1.099841e+01 1.134339e+01
y_rep[691] 1.089632e+01 1.099460e+01 1.132446e+01
y_rep[692] 1.100497e+01 1.109179e+01 1.133465e+01
y_rep[693] 1.068618e+01 1.078681e+01 1.111399e+01
y_rep[694] 1.066805e+01 1.075742e+01 1.108722e+01
y_rep[695] 1.059356e+01 1.068169e+01 1.096831e+01
y_rep[696] 1.047097e+01 1.055715e+01 1.085557e+01
y_rep[697] 1.032300e+01 1.041973e+01 1.070730e+01
y_rep[698] 1.015516e+01 1.024454e+01 1.058367e+01
y_rep[699] 1.043311e+01 1.053415e+01 1.083470e+01
y_rep[700] 1.114395e+01 1.123386e+01 1.157584e+01
y_rep[701] 1.102052e+01 1.111120e+01 1.139807e+01
y_rep[702] 1.086562e+01 1.094827e+01 1.127665e+01
y_rep[703] 1.093542e+01 1.102360e+01 1.133734e+01
y_rep[704] 1.088147e+01 1.096875e+01 1.126209e+01
y_rep[705] 1.085557e+01 1.094368e+01 1.124470e+01
y_rep[706] 1.075783e+01 1.085007e+01 1.116108e+01
y_rep[707] 1.097137e+01 1.105908e+01 1.134818e+01
y_rep[708] 1.090133e+01 1.099447e+01 1.131447e+01
y_rep[709] 1.073773e+01 1.082618e+01 1.113106e+01
y_rep[710] 1.076250e+01 1.085468e+01 1.114244e+01
y_rep[711] 1.059217e+01 1.068548e+01 1.099420e+01
y_rep[712] 1.045836e+01 1.054823e+01 1.083013e+01
y_rep[713] 1.024374e+01 1.033842e+01 1.062159e+01
y_rep[714] 1.014750e+01 1.023426e+01 1.053506e+01
y_rep[715] 1.002034e+01 1.011345e+01 1.043871e+01
y_rep[716] 1.010729e+01 1.019687e+01 1.048651e+01
y_rep[717] 9.801048e+00 9.887051e+00 1.020897e+01
y_rep[718] 9.672921e+00 9.760925e+00 1.004499e+01
y_rep[719] 1.004847e+01 1.013098e+01 1.042431e+01
y_rep[720] 1.008981e+01 1.018302e+01 1.052276e+01
y_rep[721] 1.046607e+01 1.056311e+01 1.089288e+01
y_rep[722] 9.756217e+00 9.854069e+00 1.021194e+01
y_rep[723] 1.014741e+01 1.024219e+01 1.052554e+01
y_rep[724] 1.046631e+01 1.055506e+01 1.086083e+01
y_rep[725] 1.054481e+01 1.063732e+01 1.090707e+01
y_rep[726] 1.065753e+01 1.074368e+01 1.105791e+01
y_rep[727] 1.034943e+01 1.044475e+01 1.069639e+01
y_rep[728] 1.043293e+01 1.051915e+01 1.087384e+01
y_rep[729] 1.043185e+01 1.051940e+01 1.080084e+01
y_rep[730] 1.061949e+01 1.071429e+01 1.099699e+01
y_rep[731] 1.061145e+01 1.070496e+01 1.097867e+01
y_rep[732] 1.065968e+01 1.074718e+01 1.107123e+01
y_rep[733] 1.049923e+01 1.058486e+01 1.092776e+01
y_rep[734] 1.129952e+01 1.138875e+01 1.163636e+01
y_rep[735] 1.162081e+01 1.171115e+01 1.197629e+01
y_rep[736] 1.132386e+01 1.142975e+01 1.174286e+01
y_rep[737] 1.137500e+01 1.146664e+01 1.173914e+01
y_rep[738] 1.148638e+01 1.156981e+01 1.191266e+01
y_rep[739] 1.138737e+01 1.147851e+01 1.179002e+01
y_rep[740] 1.172279e+01 1.180974e+01 1.215662e+01
y_rep[741] 1.161396e+01 1.170547e+01 1.199546e+01
y_rep[742] 1.174311e+01 1.183587e+01 1.211409e+01
y_rep[743] 1.176733e+01 1.185971e+01 1.214461e+01
y_rep[744] 1.155649e+01 1.165054e+01 1.195993e+01
y_rep[745] 1.164009e+01 1.173106e+01 1.200414e+01
y_rep[746] 1.134879e+01 1.143668e+01 1.174000e+01
y_rep[747] 1.094021e+01 1.102828e+01 1.131677e+01
y_rep[748] 1.106263e+01 1.115895e+01 1.148382e+01
y_rep[749] 1.120778e+01 1.130163e+01 1.158123e+01
y_rep[750] 1.124288e+01 1.133331e+01 1.165694e+01
y_rep[751] 1.085598e+01 1.094029e+01 1.124422e+01
y_rep[752] 1.076401e+01 1.085216e+01 1.117870e+01
y_rep[753] 1.099050e+01 1.108576e+01 1.134305e+01
y_rep[754] 1.128356e+01 1.137074e+01 1.169679e+01
y_rep[755] 1.155304e+01 1.163529e+01 1.188991e+01
y_rep[756] 1.120947e+01 1.130047e+01 1.163529e+01
y_rep[757] 1.061349e+01 1.070145e+01 1.098777e+01
y_rep[758] 1.048589e+01 1.057719e+01 1.087604e+01
y_rep[759] 1.071925e+01 1.081405e+01 1.111292e+01
y_rep[760] 1.044513e+01 1.053273e+01 1.086049e+01
y_rep[761] 1.057472e+01 1.066662e+01 1.095794e+01
y_rep[762] 1.098735e+01 1.108367e+01 1.134903e+01
y_rep[763] 1.049959e+01 1.060375e+01 1.094420e+01
y_rep[764] 1.044786e+01 1.053846e+01 1.082422e+01
y_rep[765] 1.020207e+01 1.029075e+01 1.056584e+01
y_rep[766] 1.032873e+01 1.041082e+01 1.066984e+01
y_rep[767] 1.012105e+01 1.020484e+01 1.050094e+01
y_rep[768] 1.029988e+01 1.038497e+01 1.072234e+01
y_rep[769] 1.026900e+01 1.036329e+01 1.067326e+01
y_rep[770] 1.008724e+01 1.018155e+01 1.048170e+01
y_rep[771] 1.024901e+01 1.033819e+01 1.060898e+01
y_rep[772] 1.022286e+01 1.030740e+01 1.060541e+01
y_rep[773] 1.020436e+01 1.029382e+01 1.060030e+01
y_rep[774] 1.081568e+01 1.090145e+01 1.118554e+01
y_rep[775] 1.062248e+01 1.071683e+01 1.102813e+01
y_rep[776] 1.029996e+01 1.038798e+01 1.071190e+01
y_rep[777] 1.017864e+01 1.026527e+01 1.063100e+01
y_rep[778] 9.875553e+00 9.961770e+00 1.022595e+01
y_rep[779] 1.039617e+01 1.048993e+01 1.077851e+01
y_rep[780] 1.028656e+01 1.038436e+01 1.069359e+01
y_rep[781] 9.999410e+00 1.009335e+01 1.036448e+01
y_rep[782] 1.014641e+01 1.024121e+01 1.058178e+01
y_rep[783] 9.911716e+00 1.001037e+01 1.031538e+01
y_rep[784] 9.906620e+00 1.000288e+01 1.025585e+01
y_rep[785] 9.657994e+00 9.746416e+00 1.003086e+01
y_rep[786] 9.618278e+00 9.711548e+00 9.998547e+00
y_rep[787] 9.557610e+00 9.642309e+00 9.943285e+00
y_rep[788] 1.000823e+01 1.010449e+01 1.044162e+01
y_rep[789] 1.048559e+01 1.057300e+01 1.084360e+01
y_rep[790] 1.030238e+01 1.038847e+01 1.066239e+01
y_rep[791] 1.004349e+01 1.013051e+01 1.041879e+01
y_rep[792] 1.009829e+01 1.018866e+01 1.044533e+01
y_rep[793] 1.001716e+01 1.011014e+01 1.038567e+01
y_rep[794] 1.057919e+01 1.067623e+01 1.103077e+01
y_rep[795] 1.046778e+01 1.055650e+01 1.087287e+01
y_rep[796] 1.016836e+01 1.025983e+01 1.060199e+01
y_rep[797] 1.004162e+01 1.013364e+01 1.045374e+01
y_rep[798] 1.034003e+01 1.043446e+01 1.073478e+01
y_rep[799] 1.044735e+01 1.053434e+01 1.084992e+01
y_rep[800] 1.034888e+01 1.043769e+01 1.072838e+01
y_rep[801] 1.035769e+01 1.045581e+01 1.082302e+01
y_rep[802] 9.884407e+00 9.971424e+00 1.028678e+01
y_rep[803] 9.943179e+00 1.003537e+01 1.035671e+01
y_rep[804] 1.037179e+01 1.045988e+01 1.081297e+01
y_rep[805] 1.021116e+01 1.029937e+01 1.060092e+01
y_rep[806] 1.024676e+01 1.033970e+01 1.062359e+01
y_rep[807] 1.032405e+01 1.040553e+01 1.074003e+01
y_rep[808] 1.025172e+01 1.034188e+01 1.067777e+01
y_rep[809] 1.022062e+01 1.030101e+01 1.057477e+01
y_rep[810] 1.059471e+01 1.068491e+01 1.098877e+01
y_rep[811] 1.001512e+01 1.009863e+01 1.045443e+01
y_rep[812] 9.548523e+00 9.638421e+00 9.931713e+00
y_rep[813] 9.820347e+00 9.911783e+00 1.022688e+01
y_rep[814] 1.015122e+01 1.023938e+01 1.052895e+01
y_rep[815] 9.869792e+00 9.960258e+00 1.023834e+01
y_rep[816] 1.012798e+01 1.021958e+01 1.053962e+01
y_rep[817] 9.661609e+00 9.752888e+00 1.003521e+01
y_rep[818] 9.604106e+00 9.689120e+00 9.983568e+00
y_rep[819] 9.637444e+00 9.733057e+00 1.008850e+01
y_rep[820] 9.464388e+00 9.559401e+00 9.838788e+00
y_rep[821] 9.412960e+00 9.505467e+00 9.815933e+00
y_rep[822] 9.666381e+00 9.752215e+00 1.002281e+01
y_rep[823] 9.613831e+00 9.701461e+00 9.988576e+00
y_rep[824] 9.470365e+00 9.555091e+00 9.833817e+00
y_rep[825] 9.254922e+00 9.347078e+00 9.675154e+00
y_rep[826] 9.734567e+00 9.823067e+00 1.012181e+01
y_rep[827] 9.787784e+00 9.879782e+00 1.020062e+01
y_rep[828] 9.521015e+00 9.617383e+00 9.886281e+00
y_rep[829] 9.486285e+00 9.576453e+00 9.902226e+00
y_rep[830] 9.675751e+00 9.761261e+00 1.007440e+01
y_rep[831] 9.656889e+00 9.753581e+00 1.005848e+01
y_rep[832] 9.884944e+00 9.979792e+00 1.027875e+01
y_rep[833] 9.856374e+00 9.949737e+00 1.020175e+01
y_rep[834] 1.000415e+01 1.008684e+01 1.034932e+01
y_rep[835] 1.010403e+01 1.018834e+01 1.048847e+01
y_rep[836] 1.011576e+01 1.020500e+01 1.049370e+01
y_rep[837] 1.018356e+01 1.026984e+01 1.058988e+01
y_rep[838] 1.005703e+01 1.014158e+01 1.042990e+01
y_rep[839] 9.843771e+00 9.933077e+00 1.022772e+01
y_rep[840] 9.823880e+00 9.915819e+00 1.021349e+01
y_rep[841] 1.011420e+01 1.019899e+01 1.054614e+01
y_rep[842] 1.154566e+01 1.163290e+01 1.195378e+01
y_rep[843] 1.120853e+01 1.129460e+01 1.160748e+01
y_rep[844] 1.142318e+01 1.151020e+01 1.179151e+01
y_rep[845] 1.134441e+01 1.143007e+01 1.171466e+01
y_rep[846] 1.157223e+01 1.166086e+01 1.199379e+01
y_rep[847] 1.193229e+01 1.202497e+01 1.229691e+01
y_rep[848] 1.193400e+01 1.202703e+01 1.236787e+01
y_rep[849] 1.173898e+01 1.183051e+01 1.210734e+01
y_rep[850] 1.191558e+01 1.200977e+01 1.229317e+01
y_rep[851] 1.198943e+01 1.207905e+01 1.244619e+01
y_rep[852] 1.212629e+01 1.221297e+01 1.253648e+01
y_rep[853] 1.200549e+01 1.208813e+01 1.240186e+01
y_rep[854] 1.209859e+01 1.219252e+01 1.246574e+01
y_rep[855] 1.201116e+01 1.210401e+01 1.243189e+01
y_rep[856] 1.204286e+01 1.213045e+01 1.242137e+01
y_rep[857] 1.202965e+01 1.211727e+01 1.237243e+01
y_rep[858] 1.251660e+01 1.260510e+01 1.289476e+01
y_rep[859] 1.199409e+01 1.208461e+01 1.239125e+01
y_rep[860] 1.204414e+01 1.213337e+01 1.239861e+01
y_rep[861] 1.200802e+01 1.209084e+01 1.241699e+01
y_rep[862] 1.227051e+01 1.236357e+01 1.268704e+01
y_rep[863] 1.228968e+01 1.238434e+01 1.265706e+01
y_rep[864] 1.219982e+01 1.229020e+01 1.260461e+01
y_rep[865] 1.160937e+01 1.169990e+01 1.197558e+01
y_rep[866] 1.187414e+01 1.197416e+01 1.230010e+01
y_rep[867] 1.216149e+01 1.224881e+01 1.256881e+01
y_rep[868] 1.209560e+01 1.217935e+01 1.244131e+01
y_rep[869] 1.174541e+01 1.183693e+01 1.212637e+01
y_rep[870] 1.180102e+01 1.189763e+01 1.221385e+01
y_rep[871] 1.258368e+01 1.267404e+01 1.294765e+01
y_rep[872] 1.260546e+01 1.270061e+01 1.301240e+01
y_rep[873] 1.256393e+01 1.266376e+01 1.295867e+01
y_rep[874] 1.272243e+01 1.281206e+01 1.313198e+01
y_rep[875] 1.248488e+01 1.257583e+01 1.289542e+01
y_rep[876] 1.245136e+01 1.254693e+01 1.280789e+01
y_rep[877] 1.234333e+01 1.244375e+01 1.279963e+01
y_rep[878] 1.238269e+01 1.247447e+01 1.281742e+01
y_rep[879] 1.235230e+01 1.244358e+01 1.276898e+01
y_rep[880] 1.215535e+01 1.224893e+01 1.254177e+01
y_rep[881] 1.187010e+01 1.196699e+01 1.228991e+01
y_rep[882] 1.200106e+01 1.209653e+01 1.242747e+01
y_rep[883] 1.184127e+01 1.193125e+01 1.226089e+01
y_rep[884] 1.187500e+01 1.197121e+01 1.230079e+01
y_rep[885] 1.180791e+01 1.190780e+01 1.222082e+01
y_rep[886] 1.189665e+01 1.198228e+01 1.230453e+01
y_rep[887] 1.175664e+01 1.185171e+01 1.211710e+01
y_rep[888] 1.200061e+01 1.208669e+01 1.235048e+01
y_rep[889] 1.173382e+01 1.182394e+01 1.215265e+01
y_rep[890] 1.143833e+01 1.152969e+01 1.184822e+01
y_rep[891] 1.150031e+01 1.159373e+01 1.189042e+01
y_rep[892] 1.128552e+01 1.136961e+01 1.167825e+01
y_rep[893] 1.100188e+01 1.108696e+01 1.137808e+01
y_rep[894] 1.041356e+01 1.050679e+01 1.087570e+01
y_rep[895] 1.010715e+01 1.020170e+01 1.047386e+01
y_rep[896] 9.884897e+00 9.978801e+00 1.029194e+01
y_rep[897] 9.933653e+00 1.002406e+01 1.037633e+01
y_rep[898] 9.633017e+00 9.728992e+00 1.009255e+01
y_rep[899] 9.781876e+00 9.872323e+00 1.015282e+01
y_rep[900] 9.746777e+00 9.838118e+00 1.014962e+01
y_rep[901] 9.653409e+00 9.744389e+00 1.004345e+01
y_rep[902] 9.723559e+00 9.807554e+00 1.013045e+01
y_rep[903] 9.855545e+00 9.940694e+00 1.024488e+01
y_rep[904] 9.832301e+00 9.913321e+00 1.021137e+01
y_rep[905] 9.713460e+00 9.799821e+00 1.008194e+01
y_rep[906] 9.981790e+00 1.007613e+01 1.035196e+01
y_rep[907] 9.619753e+00 9.699889e+00 9.990128e+00
y_rep[908] 9.579346e+00 9.669816e+00 9.946368e+00
y_rep[909] 9.342637e+00 9.434224e+00 9.755540e+00
y_rep[910] 9.344988e+00 9.430416e+00 9.756049e+00
y_rep[911] 9.315385e+00 9.411285e+00 9.695571e+00
y_rep[912] 9.768799e+00 9.862661e+00 1.016865e+01
y_rep[913] 9.549520e+00 9.643607e+00 9.936051e+00
y_rep[914] 9.248376e+00 9.345442e+00 9.662066e+00
y_rep[915] 9.702351e+00 9.793141e+00 1.009669e+01
y_rep[916] 9.556808e+00 9.645020e+00 9.962303e+00
y_rep[917] 9.503733e+00 9.590819e+00 9.949000e+00
y_rep[918] 9.381367e+00 9.468256e+00 9.749583e+00
y_rep[919] 9.379816e+00 9.468465e+00 9.775578e+00
y_rep[920] 9.038408e+00 9.124661e+00 9.435583e+00
y_rep[921] 9.190942e+00 9.278662e+00 9.580492e+00
y_rep[922] 8.981122e+00 9.073564e+00 9.473134e+00
y_rep[923] 9.010301e+00 9.103507e+00 9.414137e+00
y_rep[924] 9.284215e+00 9.374211e+00 9.682534e+00
y_rep[925] 9.269163e+00 9.360129e+00 9.684053e+00
y_rep[926] 9.231910e+00 9.321797e+00 9.581046e+00
y_rep[927] 9.271524e+00 9.357337e+00 9.661470e+00
y_rep[928] 9.552286e+00 9.644285e+00 9.967135e+00
y_rep[929] 9.286285e+00 9.380461e+00 9.717174e+00
y_rep[930] 9.853979e+00 9.944261e+00 1.021688e+01
y_rep[931] 9.895311e+00 9.983559e+00 1.028971e+01
y_rep[932] 9.766353e+00 9.856823e+00 1.015540e+01
y_rep[933] 9.567632e+00 9.662722e+00 9.941909e+00
y_rep[934] 9.423988e+00 9.514811e+00 9.816517e+00
y_rep[935] 9.419589e+00 9.512850e+00 9.847947e+00
y_rep[936] 9.726255e+00 9.817411e+00 1.013168e+01
y_rep[937] 9.882319e+00 9.974692e+00 1.025776e+01
y_rep[938] 9.545749e+00 9.642656e+00 9.938476e+00
y_rep[939] 9.537999e+00 9.631611e+00 9.919861e+00
y_rep[940] 9.388485e+00 9.478653e+00 9.810717e+00
y_rep[941] 9.375993e+00 9.455292e+00 9.785003e+00
y_rep[942] 9.360408e+00 9.446542e+00 9.800944e+00
y_rep[943] 9.537814e+00 9.626183e+00 9.903639e+00
y_rep[944] 9.198855e+00 9.285388e+00 9.569391e+00
y_rep[945] 9.198611e+00 9.291588e+00 9.628583e+00
y_rep[946] 9.201510e+00 9.294986e+00 9.559113e+00
y_rep[947] 8.817570e+00 8.901265e+00 9.190938e+00
y_rep[948] 8.774051e+00 8.863024e+00 9.151121e+00
y_rep[949] 8.452227e+00 8.539057e+00 8.860028e+00
y_rep[950] 8.264104e+00 8.362989e+00 8.630836e+00
y_rep[951] 8.131879e+00 8.223418e+00 8.507157e+00
y_rep[952] 8.479957e+00 8.566947e+00 8.865975e+00
y_rep[953] 8.162983e+00 8.254646e+00 8.521998e+00
y_rep[954] 8.442522e+00 8.537424e+00 8.832295e+00
y_rep[955] 8.490479e+00 8.589946e+00 8.894905e+00
y_rep[956] 8.436794e+00 8.534619e+00 8.857329e+00
y_rep[957] 8.381570e+00 8.470736e+00 8.802426e+00
y_rep[958] 8.363065e+00 8.454120e+00 8.718857e+00
y_rep[959] 8.216737e+00 8.301493e+00 8.636333e+00
y_rep[960] 8.553187e+00 8.652575e+00 8.926856e+00
y_rep[961] 8.993226e+00 9.084856e+00 9.406327e+00
y_rep[962] 8.686018e+00 8.776334e+00 9.089601e+00
y_rep[963] 8.734242e+00 8.823578e+00 9.108585e+00
y_rep[964] 8.612333e+00 8.693363e+00 8.966920e+00
y_rep[965] 9.142480e+00 9.229954e+00 9.509860e+00
y_rep[966] 9.178750e+00 9.269498e+00 9.605455e+00
y_rep[967] 9.301712e+00 9.389351e+00 9.748297e+00
y_rep[968] 9.299444e+00 9.393883e+00 9.705130e+00
y_rep[969] 9.352845e+00 9.449661e+00 9.759016e+00
y_rep[970] 9.511048e+00 9.602397e+00 9.913488e+00
y_rep[971] 9.988728e+00 1.007714e+01 1.039509e+01
y_rep[972] 1.004293e+01 1.014226e+01 1.042916e+01
y_rep[973] 1.037748e+01 1.046843e+01 1.077319e+01
y_rep[974] 1.045062e+01 1.054217e+01 1.083536e+01
y_rep[975] 1.051472e+01 1.061064e+01 1.089466e+01
y_rep[976] 1.045954e+01 1.055557e+01 1.082582e+01
y_rep[977] 1.043305e+01 1.052959e+01 1.082609e+01
y_rep[978] 1.038896e+01 1.046945e+01 1.076978e+01
y_rep[979] 1.104743e+01 1.114518e+01 1.151397e+01
y_rep[980] 1.104180e+01 1.114011e+01 1.147390e+01
y_rep[981] 1.107027e+01 1.116500e+01 1.146038e+01
y_rep[982] 1.138210e+01 1.147669e+01 1.183924e+01
y_rep[983] 1.154064e+01 1.162893e+01 1.197630e+01
y_rep[984] 1.150212e+01 1.158908e+01 1.186727e+01
y_rep[985] 1.176268e+01 1.184861e+01 1.212218e+01
y_rep[986] 1.170450e+01 1.180033e+01 1.213260e+01
y_rep[987] 1.167136e+01 1.175775e+01 1.205493e+01
y_rep[988] 1.163414e+01 1.171775e+01 1.199671e+01
y_rep[989] 1.216034e+01 1.225144e+01 1.252519e+01
y_rep[990] 1.280416e+01 1.289543e+01 1.322168e+01
y_rep[991] 1.283545e+01 1.292981e+01 1.323813e+01
y_rep[992] 1.272351e+01 1.280938e+01 1.312289e+01
y_rep[993] 1.261215e+01 1.269485e+01 1.297339e+01
y_rep[994] 1.264457e+01 1.273093e+01 1.301524e+01
y_rep[995] 1.260309e+01 1.268799e+01 1.298447e+01
y_rep[996] 1.236258e+01 1.244616e+01 1.270187e+01
y_rep[997] 1.242295e+01 1.251627e+01 1.277277e+01
y_rep[998] 1.214462e+01 1.224272e+01 1.257638e+01
y_rep[999] 1.210678e+01 1.219236e+01 1.248850e+01
y_rep[1000] 1.227020e+01 1.236164e+01 1.274175e+01
y_rep[1001] 1.225298e+01 1.234310e+01 1.264177e+01
y_rep[1002] 1.183014e+01 1.192123e+01 1.222902e+01
y_rep[1003] 1.224630e+01 1.233936e+01 1.265239e+01
y_rep[1004] 1.202512e+01 1.211569e+01 1.241731e+01
y_rep[1005] 1.173185e+01 1.181594e+01 1.213980e+01
y_rep[1006] 1.172756e+01 1.181910e+01 1.210839e+01
y_rep[1007] 1.193160e+01 1.202327e+01 1.232674e+01
y_rep[1008] 1.161244e+01 1.171008e+01 1.200671e+01
y_rep[1009] 1.156944e+01 1.165419e+01 1.197197e+01
y_rep[1010] 1.146484e+01 1.155924e+01 1.184285e+01
y_rep[1011] 1.129783e+01 1.139043e+01 1.170163e+01
y_rep[1012] 1.054708e+01 1.064539e+01 1.092442e+01
y_rep[1013] 1.038522e+01 1.047244e+01 1.079108e+01
y_rep[1014] 1.042271e+01 1.051165e+01 1.079167e+01
y_rep[1015] 1.035777e+01 1.044869e+01 1.076995e+01
y_rep[1016] 1.026925e+01 1.036172e+01 1.066403e+01
y_rep[1017] 1.020380e+01 1.028911e+01 1.065595e+01
y_rep[1018] 1.028008e+01 1.036961e+01 1.065436e+01
y_rep[1019] 1.053149e+01 1.062962e+01 1.091887e+01
y_rep[1020] 1.079098e+01 1.089088e+01 1.122741e+01
y_rep[1021] 1.109376e+01 1.119068e+01 1.158598e+01
y_rep[1022] 1.107473e+01 1.116072e+01 1.144089e+01
y_rep[1023] 1.072024e+01 1.081529e+01 1.111803e+01
y_rep[1024] 1.080433e+01 1.089205e+01 1.122647e+01
y_rep[1025] 1.129760e+01 1.138531e+01 1.167359e+01
y_rep[1026] 1.070236e+01 1.079201e+01 1.106439e+01
y_rep[1027] 1.069626e+01 1.078864e+01 1.110523e+01
y_rep[1028] 1.052334e+01 1.060997e+01 1.094725e+01
y_rep[1029] 1.067480e+01 1.076788e+01 1.109138e+01
y_rep[1030] 1.057123e+01 1.066260e+01 1.097316e+01
y_rep[1031] 1.048053e+01 1.058006e+01 1.089381e+01
y_rep[1032] 1.057495e+01 1.067096e+01 1.098437e+01
y_rep[1033] 1.070360e+01 1.078774e+01 1.115854e+01
y_rep[1034] 1.077280e+01 1.086162e+01 1.117314e+01
y_rep[1035] 1.072365e+01 1.081139e+01 1.108898e+01
y_rep[1036] 1.065647e+01 1.074270e+01 1.099992e+01
y_rep[1037] 1.086116e+01 1.095504e+01 1.121986e+01
y_rep[1038] 1.128793e+01 1.138405e+01 1.169779e+01
y_rep[1039] 1.146944e+01 1.156291e+01 1.185475e+01
y_rep[1040] 1.145775e+01 1.154696e+01 1.183566e+01
y_rep[1041] 1.132386e+01 1.141593e+01 1.170964e+01
y_rep[1042] 1.093234e+01 1.101522e+01 1.129655e+01
y_rep[1043] 1.088629e+01 1.097166e+01 1.126557e+01
y_rep[1044] 1.072923e+01 1.082128e+01 1.107149e+01
y_rep[1045] 1.096165e+01 1.105633e+01 1.131648e+01
y_rep[1046] 1.080656e+01 1.089543e+01 1.120474e+01
y_rep[1047] 1.069621e+01 1.078561e+01 1.108403e+01
y_rep[1048] 1.067970e+01 1.076803e+01 1.114602e+01
y_rep[1049] 1.058840e+01 1.068362e+01 1.101000e+01
y_rep[1050] 1.058245e+01 1.067013e+01 1.098691e+01
y_rep[1051] 1.080639e+01 1.089759e+01 1.121163e+01
y_rep[1052] 1.057116e+01 1.066743e+01 1.098119e+01
y_rep[1053] 1.021901e+01 1.031038e+01 1.067726e+01
y_rep[1054] 1.016033e+01 1.024539e+01 1.051734e+01
y_rep[1055] 1.012875e+01 1.022115e+01 1.053838e+01
y_rep[1056] 9.865993e+00 9.955097e+00 1.025374e+01
y_rep[1057] 1.006613e+01 1.015718e+01 1.045353e+01
y_rep[1058] 1.005112e+01 1.014211e+01 1.044319e+01
y_rep[1059] 9.729575e+00 9.818265e+00 1.011179e+01
y_rep[1060] 9.401120e+00 9.494133e+00 9.769135e+00
y_rep[1061] 8.771862e+00 8.858790e+00 9.146796e+00
y_rep[1062] 8.615829e+00 8.715406e+00 9.056060e+00
y_rep[1063] 8.900403e+00 8.988319e+00 9.263268e+00
y_rep[1064] 9.218912e+00 9.309766e+00 9.590847e+00
y_rep[1065] 9.184781e+00 9.278910e+00 9.573584e+00
y_rep[1066] 8.732676e+00 8.826484e+00 9.191740e+00
y_rep[1067] 8.712027e+00 8.801952e+00 9.127802e+00
y_rep[1068] 9.456693e+00 9.542142e+00 9.874931e+00
y_rep[1069] 9.442111e+00 9.527241e+00 9.815147e+00
y_rep[1070] 9.530542e+00 9.616158e+00 9.896888e+00
y_rep[1071] 9.420291e+00 9.506089e+00 9.753551e+00
y_rep[1072] 8.964110e+00 9.051426e+00 9.420785e+00
y_rep[1073] 8.779231e+00 8.872184e+00 9.162126e+00
y_rep[1074] 8.964171e+00 9.053963e+00 9.387064e+00
y_rep[1075] 9.089882e+00 9.179639e+00 9.478252e+00
y_rep[1076] 9.467108e+00 9.554460e+00 9.840345e+00
y_rep[1077] 9.327333e+00 9.418146e+00 9.742076e+00
y_rep[1078] 9.061415e+00 9.147785e+00 9.479469e+00
y_rep[1079] 8.976076e+00 9.064696e+00 9.403291e+00
y_rep[1080] 8.633592e+00 8.727560e+00 9.037584e+00
y_rep[1081] 8.871567e+00 8.972584e+00 9.248851e+00
y_rep[1082] 8.873577e+00 8.967045e+00 9.300294e+00
y_rep[1083] 9.105345e+00 9.194860e+00 9.482011e+00
y_rep[1084] 9.115385e+00 9.211053e+00 9.469081e+00
y_rep[1085] 8.931047e+00 9.017183e+00 9.332894e+00
y_rep[1086] 8.841895e+00 8.934406e+00 9.201354e+00
y_rep[1087] 8.675304e+00 8.765391e+00 9.072244e+00
y_rep[1088] 8.562634e+00 8.653103e+00 8.971893e+00
y_rep[1089] 8.679697e+00 8.769261e+00 9.057890e+00
y_rep[1090] 8.471894e+00 8.562426e+00 8.861632e+00
y_rep[1091] 8.053671e+00 8.143373e+00 8.403132e+00
y_rep[1092] 7.771736e+00 7.859694e+00 8.158105e+00
y_rep[1093] 7.852674e+00 7.945187e+00 8.262057e+00
y_rep[1094] 7.788633e+00 7.881619e+00 8.145608e+00
y_rep[1095] 8.850531e+00 8.946693e+00 9.217010e+00
y_rep[1096] 8.999404e+00 9.098226e+00 9.414692e+00
y_rep[1097] 9.039407e+00 9.127277e+00 9.395126e+00
y_rep[1098] 8.901265e+00 8.990424e+00 9.327933e+00
y_rep[1099] 8.886243e+00 8.976481e+00 9.294331e+00
y_rep[1100] 8.763675e+00 8.848508e+00 9.132109e+00
y_rep[1101] 8.813061e+00 8.903675e+00 9.205956e+00
y_rep[1102] 8.768745e+00 8.863770e+00 9.166900e+00
y_rep[1103] 8.551367e+00 8.646570e+00 8.955509e+00
y_rep[1104] 8.574002e+00 8.658740e+00 9.014313e+00
y_rep[1105] 8.593874e+00 8.682588e+00 8.968455e+00
y_rep[1106] 8.415965e+00 8.505430e+00 8.800457e+00
y_rep[1107] 8.559062e+00 8.650856e+00 8.978207e+00
y_rep[1108] 8.390869e+00 8.485054e+00 8.812750e+00
y_rep[1109] 8.618774e+00 8.715406e+00 9.008215e+00
y_rep[1110] 8.995394e+00 9.089630e+00 9.396016e+00
y_rep[1111] 8.989868e+00 9.085884e+00 9.361318e+00
y_rep[1112] 8.775064e+00 8.865547e+00 9.122623e+00
y_rep[1113] 8.911346e+00 8.997440e+00 9.315729e+00
y_rep[1114] 8.816500e+00 8.904644e+00 9.202311e+00
y_rep[1115] 8.708070e+00 8.803520e+00 9.134907e+00
y_rep[1116] 8.905607e+00 9.002131e+00 9.324002e+00
y_rep[1117] 9.360779e+00 9.448214e+00 9.762474e+00
y_rep[1118] 8.562749e+00 8.656677e+00 8.997505e+00
y_rep[1119] 8.652614e+00 8.737455e+00 9.034970e+00
y_rep[1120] 8.442935e+00 8.530422e+00 8.865757e+00
y_rep[1121] 8.295608e+00 8.391876e+00 8.698294e+00
y_rep[1122] 8.690063e+00 8.778806e+00 9.075774e+00
y_rep[1123] 8.648264e+00 8.741930e+00 9.040766e+00
y_rep[1124] 8.529739e+00 8.621818e+00 8.882845e+00
y_rep[1125] 9.308092e+00 9.390402e+00 9.673609e+00
y_rep[1126] 9.289824e+00 9.378900e+00 9.717884e+00
y_rep[1127] 9.402465e+00 9.499624e+00 9.791946e+00
y_rep[1128] 9.350732e+00 9.435119e+00 9.721049e+00
y_rep[1129] 9.479285e+00 9.572126e+00 9.846448e+00
y_rep[1130] 9.481784e+00 9.572824e+00 9.859768e+00
y_rep[1131] 9.573303e+00 9.663700e+00 9.956644e+00
y_rep[1132] 9.410958e+00 9.501644e+00 9.814824e+00
y_rep[1133] 9.033780e+00 9.124000e+00 9.407087e+00
y_rep[1134] 9.082180e+00 9.169234e+00 9.523693e+00
y_rep[1135] 9.442641e+00 9.534356e+00 9.810455e+00
y_rep[1136] 9.484513e+00 9.571850e+00 9.850307e+00
y_rep[1137] 9.592440e+00 9.683675e+00 1.001521e+01
y_rep[1138] 9.535225e+00 9.632302e+00 9.951966e+00
y_rep[1139] 9.502246e+00 9.588370e+00 9.914731e+00
y_rep[1140] 9.368200e+00 9.456379e+00 9.819241e+00
y_rep[1141] 9.315025e+00 9.406505e+00 9.711642e+00
y_rep[1142] 9.203179e+00 9.293253e+00 9.612625e+00
y_rep[1143] 9.246656e+00 9.340766e+00 9.657182e+00
y_rep[1144] 9.283522e+00 9.366700e+00 9.648235e+00
y_rep[1145] 9.959297e+00 1.005043e+01 1.035563e+01
y_rep[1146] 9.876665e+00 9.965193e+00 1.028331e+01
y_rep[1147] 1.042269e+01 1.051573e+01 1.080408e+01
y_rep[1148] 1.000503e+01 1.010223e+01 1.039625e+01
y_rep[1149] 1.064447e+01 1.073212e+01 1.100460e+01
y_rep[1150] 1.040140e+01 1.049018e+01 1.082393e+01
y_rep[1151] 1.038362e+01 1.047943e+01 1.080507e+01
y_rep[1152] 1.031256e+01 1.039994e+01 1.066598e+01
y_rep[1153] 1.023083e+01 1.031608e+01 1.062401e+01
y_rep[1154] 1.051054e+01 1.059771e+01 1.089147e+01
y_rep[1155] 1.199445e+01 1.207945e+01 1.238394e+01
y_rep[1156] 1.122696e+01 1.131710e+01 1.164399e+01
y_rep[1157] 1.104585e+01 1.113006e+01 1.147029e+01
y_rep[1158] 1.116757e+01 1.126263e+01 1.155526e+01
y_rep[1159] 1.105167e+01 1.114546e+01 1.141547e+01
y_rep[1160] 1.098282e+01 1.107169e+01 1.138131e+01
y_rep[1161] 1.112197e+01 1.122266e+01 1.152614e+01
y_rep[1162] 1.096429e+01 1.104835e+01 1.136183e+01
y_rep[1163] 1.091793e+01 1.100908e+01 1.134643e+01
y_rep[1164] 1.098703e+01 1.107377e+01 1.137281e+01
y_rep[1165] 1.104996e+01 1.114594e+01 1.142978e+01
y_rep[1166] 1.103678e+01 1.112954e+01 1.141750e+01
y_rep[1167] 1.119989e+01 1.129593e+01 1.160896e+01
y_rep[1168] 1.085951e+01 1.095217e+01 1.123842e+01
y_rep[1169] 1.067433e+01 1.075708e+01 1.106054e+01
y_rep[1170] 1.056754e+01 1.066273e+01 1.098264e+01
y_rep[1171] 1.037056e+01 1.046284e+01 1.080377e+01
y_rep[1172] 9.939748e+00 1.003194e+01 1.036894e+01
y_rep[1173] 1.025731e+01 1.035230e+01 1.065826e+01
y_rep[1174] 1.015477e+01 1.023950e+01 1.055281e+01
y_rep[1175] 1.012355e+01 1.021398e+01 1.058275e+01
y_rep[1176] 1.019309e+01 1.028194e+01 1.056285e+01
y_rep[1177] 9.993899e+00 1.008212e+01 1.037878e+01
y_rep[1178] 9.467647e+00 9.551413e+00 9.888479e+00
y_rep[1179] 9.632949e+00 9.722818e+00 1.000316e+01
y_rep[1180] 9.710783e+00 9.804134e+00 1.015435e+01
y_rep[1181] 9.635435e+00 9.722633e+00 1.005259e+01
y_rep[1182] 9.571588e+00 9.658145e+00 9.974893e+00
y_rep[1183] 9.496818e+00 9.581224e+00 9.869447e+00
y_rep[1184] 9.982162e+00 1.007726e+01 1.039234e+01
y_rep[1185] 1.005756e+01 1.015133e+01 1.046786e+01
y_rep[1186] 9.934322e+00 1.002417e+01 1.037107e+01
y_rep[1187] 9.704776e+00 9.796173e+00 1.010198e+01
y_rep[1188] 1.020778e+01 1.030083e+01 1.063165e+01
y_rep[1189] 1.028885e+01 1.038307e+01 1.067565e+01
y_rep[1190] 1.006567e+01 1.015867e+01 1.043924e+01
y_rep[1191] 1.019669e+01 1.028814e+01 1.055697e+01
y_rep[1192] 1.002598e+01 1.011512e+01 1.037449e+01
y_rep[1193] 1.030098e+01 1.039556e+01 1.066912e+01
y_rep[1194] 1.044390e+01 1.052936e+01 1.082412e+01
y_rep[1195] 1.022157e+01 1.030993e+01 1.062056e+01
y_rep[1196] 1.137135e+01 1.145976e+01 1.175876e+01
y_rep[1197] 1.151881e+01 1.161065e+01 1.191828e+01
y_rep[1198] 1.131051e+01 1.140343e+01 1.174567e+01
y_rep[1199] 1.138025e+01 1.146978e+01 1.174795e+01
y_rep[1200] 1.148580e+01 1.156905e+01 1.186814e+01
y_rep[1201] 1.128447e+01 1.137420e+01 1.169062e+01
y_rep[1202] 1.110527e+01 1.119461e+01 1.149828e+01
y_rep[1203] 1.122532e+01 1.130906e+01 1.157601e+01
y_rep[1204] 1.102763e+01 1.111477e+01 1.141291e+01
y_rep[1205] 1.100363e+01 1.108949e+01 1.141609e+01
y_rep[1206] 1.104704e+01 1.113436e+01 1.144496e+01
y_rep[1207] 1.091314e+01 1.099958e+01 1.133182e+01
y_rep[1208] 1.086419e+01 1.094680e+01 1.123404e+01
y_rep[1209] 1.100700e+01 1.109985e+01 1.137287e+01
y_rep[1210] 1.094664e+01 1.103095e+01 1.131699e+01
y_rep[1211] 1.054233e+01 1.063494e+01 1.091836e+01
y_rep[1212] 1.064379e+01 1.072719e+01 1.104021e+01
y_rep[1213] 1.058822e+01 1.068416e+01 1.101664e+01
y_rep[1214] 1.057897e+01 1.067151e+01 1.099865e+01
y_rep[1215] 1.109245e+01 1.118090e+01 1.146811e+01
y_rep[1216] 1.106768e+01 1.115384e+01 1.141757e+01
y_rep[1217] 1.074393e+01 1.082748e+01 1.112227e+01
y_rep[1218] 1.070249e+01 1.079610e+01 1.109432e+01
y_rep[1219] 9.835336e+00 9.926587e+00 1.023695e+01
y_rep[1220] 9.534888e+00 9.623160e+00 9.889251e+00
y_rep[1221] 1.001293e+01 1.010096e+01 1.039702e+01
y_rep[1222] 1.043204e+01 1.052454e+01 1.080394e+01
y_rep[1223] 9.824533e+00 9.909705e+00 1.025027e+01
y_rep[1224] 1.001743e+01 1.011543e+01 1.039749e+01
y_rep[1225] 9.840010e+00 9.937100e+00 1.021979e+01
y_rep[1226] 9.916248e+00 1.001167e+01 1.028970e+01
y_rep[1227] 1.023844e+01 1.033420e+01 1.063953e+01
y_rep[1228] 1.027172e+01 1.035620e+01 1.065475e+01
y_rep[1229] 1.005240e+01 1.015231e+01 1.045603e+01
y_rep[1230] 9.932739e+00 1.002752e+01 1.035396e+01
y_rep[1231] 9.735715e+00 9.824177e+00 1.014189e+01
y_rep[1232] 9.699309e+00 9.790195e+00 1.012054e+01
y_rep[1233] 9.565226e+00 9.653776e+00 1.000818e+01
y_rep[1234] 9.535725e+00 9.630943e+00 9.924763e+00
y_rep[1235] 9.433095e+00 9.525571e+00 9.824031e+00
y_rep[1236] 9.254803e+00 9.341792e+00 9.653186e+00
y_rep[1237] 9.354078e+00 9.444670e+00 9.724839e+00
y_rep[1238] 9.073838e+00 9.168198e+00 9.420413e+00
y_rep[1239] 9.301457e+00 9.397513e+00 9.682620e+00
y_rep[1240] 9.091701e+00 9.181486e+00 9.484117e+00
y_rep[1241] 9.061777e+00 9.147234e+00 9.433470e+00
y_rep[1242] 9.239770e+00 9.330133e+00 9.603872e+00
y_rep[1243] 9.281033e+00 9.370974e+00 9.670927e+00
y_rep[1244] 8.988893e+00 9.084433e+00 9.349679e+00
y_rep[1245] 8.869300e+00 8.958704e+00 9.303850e+00
y_rep[1246] 9.072313e+00 9.163677e+00 9.437085e+00
y_rep[1247] 8.966044e+00 9.055164e+00 9.340135e+00
y_rep[1248] 8.751989e+00 8.837336e+00 9.150656e+00
y_rep[1249] 8.676537e+00 8.771495e+00 9.081797e+00
y_rep[1250] 8.438847e+00 8.523484e+00 8.813129e+00
y_rep[1251] 8.274428e+00 8.367947e+00 8.669651e+00
y_rep[1252] 8.295523e+00 8.385010e+00 8.666567e+00
y_rep[1253] 8.217736e+00 8.313932e+00 8.624256e+00
y_rep[1254] 8.415335e+00 8.504737e+00 8.815675e+00
y_rep[1255] 8.248433e+00 8.342146e+00 8.651531e+00
y_rep[1256] 8.293928e+00 8.385977e+00 8.691609e+00
y_rep[1257] 9.387856e+00 9.469851e+00 9.709413e+00
y_rep[1258] 9.564500e+00 9.652458e+00 9.956010e+00
y_rep[1259] 9.373188e+00 9.462215e+00 9.770115e+00
y_rep[1260] 9.462146e+00 9.552678e+00 9.837900e+00
y_rep[1261] 9.217762e+00 9.302300e+00 9.622297e+00
y_rep[1262] 8.783543e+00 8.871030e+00 9.151092e+00
y_rep[1263] 9.059853e+00 9.151251e+00 9.456874e+00
y_rep[1264] 9.330766e+00 9.424425e+00 9.674121e+00
y_rep[1265] 9.034754e+00 9.123835e+00 9.373418e+00
y_rep[1266] 8.851211e+00 8.938887e+00 9.232900e+00
y_rep[1267] 8.941860e+00 9.044746e+00 9.338804e+00
y_rep[1268] 8.850299e+00 8.942124e+00 9.273291e+00
y_rep[1269] 8.850243e+00 8.941633e+00 9.219823e+00
y_rep[1270] 9.082790e+00 9.171001e+00 9.495806e+00
y_rep[1271] 9.135920e+00 9.223284e+00 9.536426e+00
y_rep[1272] 9.163831e+00 9.251334e+00 9.538284e+00
y_rep[1273] 9.255018e+00 9.346832e+00 9.636177e+00
y_rep[1274] 9.397804e+00 9.486959e+00 9.793186e+00
y_rep[1275] 9.334267e+00 9.426025e+00 9.767136e+00
y_rep[1276] 9.378188e+00 9.467844e+00 9.749476e+00
y_rep[1277] 9.261886e+00 9.353055e+00 9.645622e+00
y_rep[1278] 9.228986e+00 9.317890e+00 9.624711e+00
y_rep[1279] 9.106424e+00 9.203148e+00 9.508033e+00
y_rep[1280] 8.672393e+00 8.760058e+00 9.101426e+00
y_rep[1281] 8.531689e+00 8.621735e+00 8.969075e+00
y_rep[1282] 8.868436e+00 8.959195e+00 9.278308e+00
y_rep[1283] 8.574907e+00 8.671008e+00 8.961226e+00
y_rep[1284] 8.443152e+00 8.532309e+00 8.802054e+00
y_rep[1285] 8.587499e+00 8.675600e+00 8.962157e+00
y_rep[1286] 8.216173e+00 8.308103e+00 8.561605e+00
y_rep[1287] 8.014971e+00 8.110849e+00 8.453685e+00
y_rep[1288] 9.178729e+00 9.261252e+00 9.579550e+00
y_rep[1289] 8.948734e+00 9.039148e+00 9.429014e+00
y_rep[1290] 8.926848e+00 9.021010e+00 9.326290e+00
y_rep[1291] 8.991955e+00 9.080240e+00 9.390046e+00
y_rep[1292] 8.831629e+00 8.924416e+00 9.239472e+00
y_rep[1293] 8.508510e+00 8.605193e+00 8.922152e+00
y_rep[1294] 8.449883e+00 8.543262e+00 8.824721e+00
y_rep[1295] 8.345936e+00 8.440418e+00 8.755154e+00
y_rep[1296] 8.172215e+00 8.258259e+00 8.507321e+00
y_rep[1297] 8.106010e+00 8.196076e+00 8.502533e+00
y_rep[1298] 8.094022e+00 8.183219e+00 8.477327e+00
y_rep[1299] 7.787432e+00 7.875514e+00 8.213376e+00
y_rep[1300] 7.987085e+00 8.073457e+00 8.391591e+00
y_rep[1301] 7.702479e+00 7.798146e+00 8.108076e+00
y_rep[1302] 7.867914e+00 7.960699e+00 8.274039e+00
y_rep[1303] 7.902144e+00 7.995930e+00 8.275133e+00
y_rep[1304] 7.927986e+00 8.021231e+00 8.314570e+00
y_rep[1305] 7.937466e+00 8.028757e+00 8.403090e+00
y_rep[1306] 8.262061e+00 8.357408e+00 8.713325e+00
y_rep[1307] 8.069761e+00 8.163578e+00 8.482619e+00
y_rep[1308] 7.998584e+00 8.085117e+00 8.404257e+00
y_rep[1309] 8.030978e+00 8.121189e+00 8.435733e+00
y_rep[1310] 8.308715e+00 8.399443e+00 8.683138e+00
y_rep[1311] 7.809079e+00 7.898058e+00 8.205731e+00
y_rep[1312] 8.380484e+00 8.478615e+00 8.749745e+00
y_rep[1313] 8.287110e+00 8.372290e+00 8.805579e+00
y_rep[1314] 8.384236e+00 8.479228e+00 8.766382e+00
y_rep[1315] 8.312070e+00 8.398042e+00 8.735520e+00
y_rep[1316] 8.226391e+00 8.315447e+00 8.586861e+00
y_rep[1317] 8.424391e+00 8.516434e+00 8.836462e+00
y_rep[1318] 8.426590e+00 8.513249e+00 8.789963e+00
y_rep[1319] 9.479203e+00 9.567994e+00 9.859555e+00
y_rep[1320] 9.690853e+00 9.788207e+00 1.010822e+01
y_rep[1321] 9.541917e+00 9.626821e+00 9.906794e+00
y_rep[1322] 9.635828e+00 9.727848e+00 9.986696e+00
y_rep[1323] 9.533149e+00 9.615351e+00 9.938352e+00
y_rep[1324] 9.590978e+00 9.680090e+00 9.999982e+00
y_rep[1325] 1.004722e+01 1.014489e+01 1.051915e+01
y_rep[1326] 9.749953e+00 9.843748e+00 1.018082e+01
y_rep[1327] 9.645438e+00 9.728065e+00 1.003106e+01
y_rep[1328] 9.620092e+00 9.718662e+00 1.002422e+01
y_rep[1329] 9.499682e+00 9.588407e+00 9.891372e+00
y_rep[1330] 9.700361e+00 9.787993e+00 1.009735e+01
y_rep[1331] 1.003178e+01 1.012061e+01 1.039749e+01
y_rep[1332] 9.820663e+00 9.912590e+00 1.021559e+01
y_rep[1333] 9.656625e+00 9.746091e+00 1.006662e+01
y_rep[1334] 9.597734e+00 9.687660e+00 9.997323e+00
y_rep[1335] 9.449854e+00 9.555828e+00 9.876763e+00
y_rep[1336] 9.847304e+00 9.930097e+00 1.021157e+01
y_rep[1337] 9.914213e+00 9.999730e+00 1.028882e+01
y_rep[1338] 9.635902e+00 9.728153e+00 1.007025e+01
y_rep[1339] 9.628309e+00 9.718065e+00 1.007587e+01
y_rep[1340] 9.695012e+00 9.781497e+00 1.006085e+01
y_rep[1341] 9.731524e+00 9.830987e+00 1.018826e+01
y_rep[1342] 9.916201e+00 1.000897e+01 1.030063e+01
y_rep[1343] 9.885797e+00 9.983601e+00 1.023881e+01
y_rep[1344] 9.941337e+00 1.002341e+01 1.036203e+01
y_rep[1345] 9.754914e+00 9.844562e+00 1.020156e+01
y_rep[1346] 9.793488e+00 9.889995e+00 1.017268e+01
y_rep[1347] 9.660931e+00 9.746059e+00 1.001600e+01
y_rep[1348] 9.617377e+00 9.700126e+00 1.000481e+01
y_rep[1349] 9.508625e+00 9.596715e+00 9.863241e+00
y_rep[1350] 9.693365e+00 9.782918e+00 1.004651e+01
y_rep[1351] 9.760017e+00 9.843928e+00 1.015986e+01
y_rep[1352] 9.708952e+00 9.796623e+00 1.009545e+01
y_rep[1353] 9.974563e+00 1.006206e+01 1.035953e+01
y_rep[1354] 9.868056e+00 9.956444e+00 1.028797e+01
y_rep[1355] 9.724425e+00 9.816485e+00 1.008614e+01
y_rep[1356] 9.753053e+00 9.841355e+00 1.014808e+01
y_rep[1357] 9.907404e+00 1.000243e+01 1.034781e+01
y_rep[1358] 9.824084e+00 9.918191e+00 1.022621e+01
y_rep[1359] 9.370311e+00 9.463793e+00 9.798350e+00
y_rep[1360] 9.224602e+00 9.318459e+00 9.590226e+00
y_rep[1361] 8.771605e+00 8.859203e+00 9.173324e+00
y_rep[1362] 8.685800e+00 8.776180e+00 9.085175e+00
y_rep[1363] 8.723494e+00 8.811168e+00 9.109487e+00
y_rep[1364] 8.493356e+00 8.581671e+00 8.863485e+00
y_rep[1365] 8.535009e+00 8.629534e+00 8.932834e+00
y_rep[1366] 8.055461e+00 8.142635e+00 8.507339e+00
y_rep[1367] 8.166616e+00 8.258210e+00 8.591780e+00
y_rep[1368] 7.887561e+00 7.974297e+00 8.322949e+00
y_rep[1369] 7.921738e+00 8.012616e+00 8.334172e+00
y_rep[1370] 7.733344e+00 7.818913e+00 8.159711e+00
y_rep[1371] 7.543130e+00 7.629906e+00 7.945882e+00
y_rep[1372] 8.015923e+00 8.109968e+00 8.412931e+00
y_rep[1373] 8.296069e+00 8.386843e+00 8.661421e+00
y_rep[1374] 7.997849e+00 8.078840e+00 8.411045e+00
y_rep[1375] 7.882342e+00 7.971499e+00 8.230168e+00
y_rep[1376] 7.771644e+00 7.854686e+00 8.197797e+00
y_rep[1377] 7.669590e+00 7.768914e+00 8.099822e+00
y_rep[1378] 7.755233e+00 7.847993e+00 8.130542e+00
y_rep[1379] 7.809524e+00 7.900264e+00 8.164014e+00
y_rep[1380] 7.473844e+00 7.566887e+00 7.898030e+00
y_rep[1381] 7.830650e+00 7.918688e+00 8.179332e+00
y_rep[1382] 8.133532e+00 8.232005e+00 8.545939e+00
y_rep[1383] 8.018285e+00 8.100827e+00 8.408090e+00
y_rep[1384] 8.470600e+00 8.557893e+00 8.843550e+00
y_rep[1385] 8.631792e+00 8.726672e+00 9.000475e+00
y_rep[1386] 8.434790e+00 8.522550e+00 8.810712e+00
y_rep[1387] 8.494212e+00 8.585187e+00 8.879280e+00
y_rep[1388] 8.417182e+00 8.502523e+00 8.796898e+00
y_rep[1389] 8.294191e+00 8.385431e+00 8.703636e+00
y_rep[1390] 8.373982e+00 8.464265e+00 8.769797e+00
y_rep[1391] 8.351004e+00 8.444288e+00 8.714425e+00
y_rep[1392] 8.248238e+00 8.340401e+00 8.654415e+00
y_rep[1393] 8.241137e+00 8.331446e+00 8.627675e+00
y_rep[1394] 8.124106e+00 8.220010e+00 8.525218e+00
y_rep[1395] 7.854405e+00 7.947268e+00 8.231209e+00
y_rep[1396] 8.243433e+00 8.332203e+00 8.594648e+00
y_rep[1397] 8.111781e+00 8.199053e+00 8.553557e+00
y_rep[1398] 8.779139e+00 8.865292e+00 9.152492e+00
y_rep[1399] 9.808330e+00 9.893542e+00 1.019920e+01
y_rep[1400] 9.354900e+00 9.442243e+00 9.702143e+00
y_rep[1401] 9.566700e+00 9.661225e+00 1.001122e+01
y_rep[1402] 9.827126e+00 9.912317e+00 1.024303e+01
y_rep[1403] 1.000235e+01 1.008020e+01 1.039449e+01
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log_lik[1442] 1.094494e+00 1.124113e+00 1.170936e+00
log_lik[1443] 6.628066e-01 7.143324e-01 8.038115e-01
log_lik[1444] 2.328474e-01 3.223856e-01 4.803143e-01
log_lik[1445] -5.517383e-01 -4.708039e-01 -3.238923e-01
log_lik[1446] 9.909417e-01 1.030098e+00 1.095974e+00
log_lik[1447] -5.971861e-02 5.877392e-02 2.681076e-01
log_lik[1448] 6.069191e-01 6.472888e-01 7.302620e-01
log_lik[1449] -6.864211e-01 -6.448266e-01 -5.585397e-01
log_lik[1450] -5.627200e+00 -5.496791e+00 -5.264025e+00
log_lik[1451] 8.482537e-01 9.458602e-01 1.078671e+00
log_lik[1452] 1.042318e+00 1.079230e+00 1.133484e+00
log_lik[1453] 9.106111e-02 1.362376e-01 2.224571e-01
log_lik[1454] 4.017090e-01 4.681604e-01 5.909952e-01
log_lik[1455] -1.081592e+00 -9.863784e-01 -8.025981e-01
log_lik[1456] 1.072563e+00 1.100142e+00 1.149279e+00
log_lik[1457] 4.041377e-01 4.882392e-01 6.306440e-01
log_lik[1458] 3.805745e-01 4.296804e-01 5.224626e-01
log_lik[1459] 7.573833e-01 8.242587e-01 9.483141e-01
log_lik[1460] -4.161981e+00 -4.074898e+00 -3.921240e+00
y_hat 1.230441e+01 1.238730e+01 1.268230e+01
lp__ 1.326365e+03 1.327586e+03 1.329255e+03
, , chains = chain:2
stats
parameter mean sd 2.5% 25%
alpha 1.230541e+01 0.003952050 1.229771e+01 1.230276e+01
beta[1] 6.262112e-01 0.100836602 4.332795e-01 5.592379e-01
beta[2] 6.609929e-01 0.112174615 4.362670e-01 5.835152e-01
beta[3] 1.904196e+00 0.121944114 1.652003e+00 1.831504e+00
beta_mu[1] 7.178673e-01 16.472536904 -3.114785e+01 -1.060230e+01
beta_mu[2] 9.004176e-01 15.972579623 -2.832065e+01 -1.061671e+01
beta_mu[3] 8.324651e-01 17.211031182 -3.389353e+01 -1.088370e+01
sigma 1.163244e-01 0.003795962 1.089560e-01 1.138637e-01
nu 2.700533e+00 0.206550121 2.316553e+00 2.560153e+00
mu[1] 1.651802e+01 0.007736145 1.650323e+01 1.651265e+01
mu[2] 1.685619e+01 0.008452375 1.683978e+01 1.685039e+01
mu[3] 1.641257e+01 0.009738854 1.639326e+01 1.640600e+01
mu[4] 1.709890e+01 0.008780245 1.708213e+01 1.709269e+01
mu[5] 1.715267e+01 0.018735213 1.711580e+01 1.714017e+01
mu[6] 1.769468e+01 0.010791925 1.767289e+01 1.768721e+01
mu[7] 1.735207e+01 0.015585806 1.732034e+01 1.734195e+01
mu[8] 1.763609e+01 0.021376286 1.759303e+01 1.762189e+01
mu[9] 1.735269e+01 0.008699154 1.733587e+01 1.734657e+01
mu[10] 1.780515e+01 0.009491365 1.778734e+01 1.779859e+01
mu[11] 1.801516e+01 0.009480801 1.799751e+01 1.800856e+01
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mu[14] 1.843058e+01 0.010075852 1.841093e+01 1.842343e+01
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mu[16] 1.688514e+01 0.008133517 1.686954e+01 1.687960e+01
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mu[18] 1.746823e+01 0.010145925 1.744832e+01 1.746129e+01
mu[19] 1.719995e+01 0.008754611 1.718268e+01 1.719384e+01
mu[20] 1.648296e+01 0.010163529 1.646313e+01 1.647607e+01
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mu[40] 1.479099e+01 0.007097920 1.477690e+01 1.478614e+01
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mu[50] 1.493893e+01 0.009129352 1.492132e+01 1.493288e+01
mu[51] 1.501368e+01 0.009156652 1.499599e+01 1.500732e+01
mu[52] 1.440310e+01 0.009341962 1.438416e+01 1.439693e+01
mu[53] 1.424267e+01 0.005327292 1.423232e+01 1.423878e+01
mu[54] 1.432363e+01 0.005685620 1.431288e+01 1.431971e+01
mu[55] 1.423832e+01 0.009463697 1.422003e+01 1.423231e+01
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mu[57] 1.450381e+01 0.008797804 1.448638e+01 1.449809e+01
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mu[60] 1.394840e+01 0.005472547 1.393805e+01 1.394463e+01
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mu[72] 1.289492e+01 0.010397977 1.287442e+01 1.288785e+01
mu[73] 1.234746e+01 0.004646694 1.233882e+01 1.234437e+01
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mu[76] 1.292945e+01 0.006744991 1.291662e+01 1.292479e+01
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mu[78] 1.285661e+01 0.004595959 1.284780e+01 1.285346e+01
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mu[80] 1.238495e+01 0.007188201 1.237027e+01 1.238008e+01
mu[81] 1.234174e+01 0.004483090 1.233314e+01 1.233866e+01
mu[82] 1.249761e+01 0.004219600 1.248937e+01 1.249479e+01
mu[83] 1.269153e+01 0.005183973 1.268129e+01 1.268789e+01
mu[84] 1.295171e+01 0.007855903 1.293645e+01 1.294651e+01
mu[85] 1.261341e+01 0.005219243 1.260325e+01 1.260980e+01
mu[86] 1.209757e+01 0.008226641 1.208167e+01 1.209183e+01
mu[87] 1.283719e+01 0.009093884 1.281938e+01 1.283095e+01
mu[88] 1.312176e+01 0.004954606 1.311226e+01 1.311831e+01
mu[89] 1.307754e+01 0.006387582 1.306489e+01 1.307321e+01
mu[90] 1.379770e+01 0.010068731 1.377768e+01 1.379091e+01
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mu[98] 1.349567e+01 0.006293743 1.348320e+01 1.349134e+01
mu[99] 1.302824e+01 0.004899366 1.301893e+01 1.302496e+01
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mu[105] 1.346586e+01 0.006436883 1.345320e+01 1.346145e+01
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mu[108] 1.294489e+01 0.005586221 1.293437e+01 1.294101e+01
mu[109] 1.348008e+01 0.006366204 1.346753e+01 1.347586e+01
mu[110] 1.341018e+01 0.007952863 1.339408e+01 1.340490e+01
mu[111] 1.285910e+01 0.005433193 1.284899e+01 1.285541e+01
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mu[167] 1.072102e+01 0.004171228 1.071282e+01 1.071832e+01
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mu[215] 1.364029e+01 0.007199835 1.362623e+01 1.363547e+01
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mu[219] 1.436037e+01 0.005460530 1.435013e+01 1.435660e+01
mu[220] 1.418804e+01 0.005529039 1.417751e+01 1.418417e+01
mu[221] 1.374838e+01 0.007418411 1.373350e+01 1.374336e+01
mu[222] 1.314228e+01 0.008664370 1.312478e+01 1.313632e+01
mu[223] 1.316656e+01 0.005459483 1.315592e+01 1.316290e+01
mu[224] 1.316705e+01 0.006905591 1.315339e+01 1.316259e+01
mu[225] 1.361379e+01 0.010730696 1.359201e+01 1.360672e+01
mu[226] 1.328812e+01 0.017343696 1.325510e+01 1.327652e+01
mu[227] 1.271510e+01 0.007160530 1.270171e+01 1.271014e+01
mu[228] 1.194212e+01 0.009473128 1.192304e+01 1.193570e+01
mu[229] 1.172076e+01 0.004613283 1.171205e+01 1.171755e+01
mu[230] 1.150367e+01 0.007985205 1.148832e+01 1.149838e+01
mu[231] 1.164567e+01 0.005492522 1.163519e+01 1.164190e+01
mu[232] 1.261277e+01 0.011802663 1.258976e+01 1.260467e+01
mu[233] 1.260513e+01 0.004989570 1.259517e+01 1.260152e+01
mu[234] 1.214082e+01 0.004547565 1.213192e+01 1.213768e+01
mu[235] 1.236196e+01 0.007282954 1.234774e+01 1.235702e+01
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mu[1401] 9.564229e+00 0.006855560 9.551016e+00 9.559587e+00
mu[1402] 9.826267e+00 0.007618143 9.811370e+00 9.821202e+00
mu[1403] 1.000047e+01 0.004925731 9.991176e+00 9.996992e+00
mu[1404] 9.883266e+00 0.006286670 9.871233e+00 9.878844e+00
mu[1405] 9.765360e+00 0.006875564 9.752275e+00 9.760869e+00
mu[1406] 9.789493e+00 0.006775919 9.776430e+00 9.784900e+00
mu[1407] 9.657004e+00 0.006042650 9.645261e+00 9.652834e+00
mu[1408] 9.756658e+00 0.007639505 9.742259e+00 9.751494e+00
mu[1409] 1.002040e+01 0.007134131 1.000656e+01 1.001556e+01
mu[1410] 9.964285e+00 0.006630106 9.951628e+00 9.959600e+00
mu[1411] 1.021911e+01 0.009156751 1.020104e+01 1.021297e+01
mu[1412] 1.011280e+01 0.007209411 1.009875e+01 1.010790e+01
mu[1413] 1.021197e+01 0.004630572 1.020313e+01 1.020874e+01
mu[1414] 1.090358e+01 0.017269642 1.087023e+01 1.089250e+01
mu[1415] 1.359344e+01 0.013482257 1.356720e+01 1.358471e+01
mu[1416] 1.328543e+01 0.006691202 1.327228e+01 1.328087e+01
mu[1417] 1.364947e+01 0.004863143 1.364033e+01 1.364607e+01
mu[1418] 1.376405e+01 0.010065603 1.374438e+01 1.375736e+01
mu[1419] 1.399549e+01 0.014018027 1.396679e+01 1.398636e+01
mu[1420] 1.473713e+01 0.011762503 1.471339e+01 1.472942e+01
mu[1421] 1.462724e+01 0.005509808 1.461708e+01 1.462329e+01
mu[1422] 1.450893e+01 0.008144828 1.449324e+01 1.450374e+01
mu[1423] 1.506116e+01 0.008063109 1.504553e+01 1.505568e+01
mu[1424] 1.849418e+01 0.028722136 1.843661e+01 1.847492e+01
mu[1425] 1.794607e+01 0.025514660 1.789561e+01 1.793002e+01
mu[1426] 1.727506e+01 0.010195911 1.725537e+01 1.726830e+01
mu[1427] 1.796153e+01 0.029756083 1.790116e+01 1.794130e+01
mu[1428] 1.803297e+01 0.022111132 1.798801e+01 1.801880e+01
mu[1429] 1.762752e+01 0.011876793 1.760391e+01 1.761998e+01
mu[1430] 1.779286e+01 0.008840876 1.777678e+01 1.778680e+01
mu[1431] 1.854780e+01 0.014830799 1.851910e+01 1.853804e+01
mu[1432] 1.851143e+01 0.020748563 1.846952e+01 1.849787e+01
mu[1433] 1.889671e+01 0.018392219 1.885875e+01 1.888493e+01
mu[1434] 1.840048e+01 0.009705859 1.838292e+01 1.839388e+01
mu[1435] 1.843546e+01 0.011498633 1.841272e+01 1.842792e+01
mu[1436] 1.823120e+01 0.013392842 1.820369e+01 1.822229e+01
mu[1437] 1.826647e+01 0.009745265 1.824775e+01 1.825980e+01
mu[1438] 1.783079e+01 0.016245083 1.779941e+01 1.782025e+01
mu[1439] 1.817654e+01 0.010232423 1.815714e+01 1.816948e+01
mu[1440] 1.776309e+01 0.009012247 1.774580e+01 1.775678e+01
mu[1441] 1.765994e+01 0.010691627 1.763837e+01 1.765289e+01
mu[1442] 1.698142e+01 0.014437152 1.695229e+01 1.697199e+01
mu[1443] 1.685964e+01 0.009358870 1.684136e+01 1.685351e+01
mu[1444] 1.698227e+01 0.014067974 1.695354e+01 1.697312e+01
mu[1445] 1.686903e+01 0.012347561 1.684400e+01 1.686121e+01
mu[1446] 1.585664e+01 0.011401473 1.583384e+01 1.584882e+01
mu[1447] 1.456191e+01 0.018140940 1.452745e+01 1.454988e+01
mu[1448] 1.443275e+01 0.007305053 1.441827e+01 1.442793e+01
mu[1449] 1.433671e+01 0.005504688 1.432636e+01 1.433280e+01
mu[1450] 1.347620e+01 0.012868404 1.345057e+01 1.346759e+01
mu[1451] 1.496952e+01 0.023679343 1.492383e+01 1.495337e+01
mu[1452] 1.471391e+01 0.013037774 1.468742e+01 1.470489e+01
mu[1453] 1.550717e+01 0.006363993 1.549561e+01 1.550262e+01
mu[1454] 1.542943e+01 0.010539124 1.540839e+01 1.542255e+01
mu[1455] 1.553324e+01 0.015202600 1.550323e+01 1.552295e+01
mu[1456] 1.594457e+01 0.010128086 1.592459e+01 1.593797e+01
mu[1457] 1.625081e+01 0.013855206 1.622396e+01 1.624159e+01
mu[1458] 1.580334e+01 0.007981354 1.578783e+01 1.579797e+01
mu[1459] 1.609515e+01 0.013291986 1.606887e+01 1.608632e+01
mu[1460] 1.628632e+01 0.007348565 1.627215e+01 1.628112e+01
y_rep[1] 1.651051e+01 0.218579094 1.609100e+01 1.642410e+01
y_rep[2] 1.685107e+01 0.206171033 1.643904e+01 1.676150e+01
y_rep[3] 1.640562e+01 0.270031184 1.604018e+01 1.632597e+01
y_rep[4] 1.709684e+01 0.232427931 1.668903e+01 1.700816e+01
y_rep[5] 1.715033e+01 0.211731513 1.673843e+01 1.705992e+01
y_rep[6] 1.769090e+01 0.192515904 1.733263e+01 1.759993e+01
y_rep[7] 1.733989e+01 0.209446766 1.694261e+01 1.725766e+01
y_rep[8] 1.763027e+01 0.238344820 1.722022e+01 1.753670e+01
y_rep[9] 1.735026e+01 0.217141473 1.694116e+01 1.726664e+01
y_rep[10] 1.780196e+01 0.205277743 1.739676e+01 1.771437e+01
y_rep[11] 1.801386e+01 0.210166594 1.765055e+01 1.792440e+01
y_rep[12] 1.915223e+01 0.210648319 1.875417e+01 1.905895e+01
y_rep[13] 1.895504e+01 0.197600029 1.857769e+01 1.885649e+01
y_rep[14] 1.843820e+01 0.238346653 1.799702e+01 1.834719e+01
y_rep[15] 1.750321e+01 0.253336351 1.710724e+01 1.741328e+01
y_rep[16] 1.688632e+01 0.197308553 1.650138e+01 1.679497e+01
y_rep[17] 1.719127e+01 0.254429875 1.682591e+01 1.710678e+01
y_rep[18] 1.746055e+01 0.201010561 1.707405e+01 1.737795e+01
y_rep[19] 1.719092e+01 0.200302894 1.680825e+01 1.710067e+01
y_rep[20] 1.647537e+01 0.238049327 1.606026e+01 1.638822e+01
y_rep[21] 1.624722e+01 0.221737343 1.580686e+01 1.615458e+01
y_rep[22] 1.637368e+01 0.224251296 1.597557e+01 1.628960e+01
y_rep[23] 1.635175e+01 0.255881049 1.597757e+01 1.625665e+01
y_rep[24] 1.684424e+01 0.236871336 1.644404e+01 1.674731e+01
y_rep[25] 1.692806e+01 0.212054832 1.652540e+01 1.683294e+01
y_rep[26] 1.618661e+01 0.216994376 1.574724e+01 1.609584e+01
y_rep[27] 1.606301e+01 0.189674995 1.568147e+01 1.596813e+01
y_rep[28] 1.584405e+01 0.216699247 1.538179e+01 1.575613e+01
y_rep[29] 1.544792e+01 0.205044055 1.506341e+01 1.536131e+01
y_rep[30] 1.524132e+01 0.238548545 1.480956e+01 1.514599e+01
y_rep[31] 1.532569e+01 0.184317591 1.497142e+01 1.523606e+01
y_rep[32] 1.467633e+01 0.216955331 1.428328e+01 1.458414e+01
y_rep[33] 1.415179e+01 0.193039024 1.374669e+01 1.406188e+01
y_rep[34] 1.392137e+01 0.289682191 1.351942e+01 1.383326e+01
y_rep[35] 1.323263e+01 0.220180860 1.286540e+01 1.313243e+01
y_rep[36] 1.315885e+01 0.412473127 1.275896e+01 1.307858e+01
y_rep[37] 1.362426e+01 0.220728209 1.324118e+01 1.351714e+01
y_rep[38] 1.480765e+01 0.219883832 1.443132e+01 1.471224e+01
y_rep[39] 1.521786e+01 0.214298548 1.480694e+01 1.512691e+01
y_rep[40] 1.478201e+01 0.431112549 1.436385e+01 1.470108e+01
y_rep[41] 1.469071e+01 0.233516229 1.426885e+01 1.459729e+01
y_rep[42] 1.489999e+01 0.215259829 1.448485e+01 1.481066e+01
y_rep[43] 1.475417e+01 0.262831905 1.438209e+01 1.467002e+01
y_rep[44] 1.523248e+01 0.186711079 1.490074e+01 1.513479e+01
y_rep[45] 1.463559e+01 0.234673663 1.424540e+01 1.454646e+01
y_rep[46] 1.376651e+01 0.185066465 1.339908e+01 1.367901e+01
y_rep[47] 1.360980e+01 0.191909499 1.323469e+01 1.351585e+01
y_rep[48] 1.381673e+01 0.203397370 1.341391e+01 1.372331e+01
y_rep[49] 1.450290e+01 0.237253547 1.413691e+01 1.440364e+01
y_rep[50] 1.494048e+01 0.203533080 1.456412e+01 1.484284e+01
y_rep[51] 1.501168e+01 0.228985116 1.461393e+01 1.492288e+01
y_rep[52] 1.440718e+01 0.226155731 1.396430e+01 1.431766e+01
y_rep[53] 1.423680e+01 0.239475428 1.381129e+01 1.415453e+01
y_rep[54] 1.432143e+01 0.200316211 1.393801e+01 1.423607e+01
y_rep[55] 1.424611e+01 0.247480505 1.387226e+01 1.415558e+01
y_rep[56] 1.431762e+01 0.239753538 1.390599e+01 1.423715e+01
y_rep[57] 1.450081e+01 0.210179261 1.411327e+01 1.441020e+01
y_rep[58] 1.471890e+01 0.203866723 1.432887e+01 1.463043e+01
y_rep[59] 1.412230e+01 0.197828204 1.376275e+01 1.402374e+01
y_rep[60] 1.395068e+01 0.224092615 1.356579e+01 1.385515e+01
y_rep[61] 1.307344e+01 0.225875046 1.265821e+01 1.298237e+01
y_rep[62] 1.303205e+01 0.207434778 1.260942e+01 1.294247e+01
y_rep[63] 1.414918e+01 0.340297252 1.372649e+01 1.406930e+01
y_rep[64] 1.397183e+01 0.245458229 1.353189e+01 1.388611e+01
y_rep[65] 1.358844e+01 0.236793375 1.320710e+01 1.349505e+01
y_rep[66] 1.328738e+01 0.211766225 1.289049e+01 1.319069e+01
y_rep[67] 1.339460e+01 0.229441020 1.300055e+01 1.330305e+01
y_rep[68] 1.356222e+01 0.199993478 1.317992e+01 1.346709e+01
y_rep[69] 1.387319e+01 0.212570800 1.343540e+01 1.379042e+01
y_rep[70] 1.403052e+01 0.210631366 1.365585e+01 1.394220e+01
y_rep[71] 1.381744e+01 0.202218564 1.342310e+01 1.373577e+01
y_rep[72] 1.288666e+01 0.213998999 1.251203e+01 1.280248e+01
y_rep[73] 1.234362e+01 0.205526795 1.194116e+01 1.224872e+01
y_rep[74] 1.226471e+01 0.213295870 1.189553e+01 1.218002e+01
y_rep[75] 1.219290e+01 0.190842997 1.180988e+01 1.210551e+01
y_rep[76] 1.292951e+01 0.215919840 1.253891e+01 1.284190e+01
y_rep[77] 1.295862e+01 0.194824680 1.259970e+01 1.286248e+01
y_rep[78] 1.286009e+01 0.207811026 1.250244e+01 1.276804e+01
y_rep[79] 1.240276e+01 0.198845816 1.202388e+01 1.230979e+01
y_rep[80] 1.239222e+01 0.249509184 1.199233e+01 1.229649e+01
y_rep[81] 1.234159e+01 0.276685291 1.195170e+01 1.225035e+01
y_rep[82] 1.249663e+01 0.237397715 1.213459e+01 1.240489e+01
y_rep[83] 1.268135e+01 0.202901698 1.226874e+01 1.259760e+01
y_rep[84] 1.295524e+01 0.217672155 1.249977e+01 1.286845e+01
y_rep[85] 1.262051e+01 0.198132839 1.220579e+01 1.253084e+01
y_rep[86] 1.209670e+01 0.233344377 1.169266e+01 1.200985e+01
y_rep[87] 1.284993e+01 0.194656471 1.249381e+01 1.275572e+01
y_rep[88] 1.312188e+01 0.205768219 1.268663e+01 1.303366e+01
y_rep[89] 1.309013e+01 0.214016470 1.268721e+01 1.299619e+01
y_rep[90] 1.380313e+01 0.206958509 1.339088e+01 1.371412e+01
y_rep[91] 1.379799e+01 0.201156890 1.344397e+01 1.371260e+01
y_rep[92] 1.346217e+01 0.205776145 1.306527e+01 1.336203e+01
y_rep[93] 1.313899e+01 0.211726705 1.274223e+01 1.304984e+01
y_rep[94] 1.338124e+01 0.214615975 1.300798e+01 1.328762e+01
y_rep[95] 1.338804e+01 0.233676707 1.301406e+01 1.330109e+01
y_rep[96] 1.359287e+01 0.203920438 1.321054e+01 1.350163e+01
y_rep[97] 1.374061e+01 0.207882043 1.335148e+01 1.365255e+01
y_rep[98] 1.349585e+01 0.199550132 1.312474e+01 1.340662e+01
y_rep[99] 1.303876e+01 0.247765889 1.263206e+01 1.294071e+01
y_rep[100] 1.280376e+01 0.203212837 1.241406e+01 1.271625e+01
y_rep[101] 1.277985e+01 0.191562694 1.237148e+01 1.269080e+01
y_rep[102] 1.319385e+01 0.226160979 1.280140e+01 1.310344e+01
y_rep[103] 1.414395e+01 0.198141495 1.375579e+01 1.405368e+01
y_rep[104] 1.370023e+01 0.228323311 1.331647e+01 1.360712e+01
y_rep[105] 1.345487e+01 0.218217289 1.303228e+01 1.336352e+01
y_rep[106] 1.336614e+01 0.204775372 1.296206e+01 1.327079e+01
y_rep[107] 1.287362e+01 0.193860276 1.248855e+01 1.278291e+01
y_rep[108] 1.295087e+01 0.189392803 1.256765e+01 1.286311e+01
y_rep[109] 1.348113e+01 0.206460732 1.305615e+01 1.339198e+01
y_rep[110] 1.340988e+01 0.219012760 1.300917e+01 1.332059e+01
y_rep[111] 1.286420e+01 0.273592151 1.247837e+01 1.277071e+01
y_rep[112] 1.278817e+01 0.257220107 1.238473e+01 1.269779e+01
y_rep[113] 1.187077e+01 0.194695222 1.149492e+01 1.177970e+01
y_rep[114] 1.138282e+01 0.220964485 1.100598e+01 1.129289e+01
y_rep[115] 1.156498e+01 0.201904199 1.115293e+01 1.147072e+01
y_rep[116] 1.210235e+01 0.220386460 1.171827e+01 1.201287e+01
y_rep[117] 1.207890e+01 0.216429865 1.166291e+01 1.199766e+01
y_rep[118] 1.167576e+01 0.205715365 1.129333e+01 1.158361e+01
y_rep[119] 1.154600e+01 0.225208872 1.113116e+01 1.146376e+01
y_rep[120] 1.119189e+01 0.219161558 1.079498e+01 1.110643e+01
y_rep[121] 1.116378e+01 0.215867269 1.076529e+01 1.107178e+01
y_rep[122] 1.162084e+01 0.202213184 1.122378e+01 1.152820e+01
y_rep[123] 1.198254e+01 0.201453902 1.159507e+01 1.188863e+01
y_rep[124] 1.209351e+01 0.421686983 1.167796e+01 1.199675e+01
y_rep[125] 1.197109e+01 0.200647904 1.156760e+01 1.187617e+01
y_rep[126] 1.145740e+01 0.291004305 1.098531e+01 1.137673e+01
y_rep[127] 1.111048e+01 0.232342520 1.068908e+01 1.102476e+01
y_rep[128] 1.122892e+01 0.197069268 1.081453e+01 1.113837e+01
y_rep[129] 1.128473e+01 0.214883630 1.089138e+01 1.120222e+01
y_rep[130] 1.146610e+01 0.193747039 1.105812e+01 1.137501e+01
y_rep[131] 1.144920e+01 0.186843355 1.108069e+01 1.135842e+01
y_rep[132] 1.086171e+01 0.223396383 1.048804e+01 1.076444e+01
y_rep[133] 1.056359e+01 0.264832379 1.016925e+01 1.047155e+01
y_rep[134] 1.069541e+01 0.201190864 1.031377e+01 1.060357e+01
y_rep[135] 1.090828e+01 0.207679137 1.052805e+01 1.082193e+01
y_rep[136] 1.078672e+01 0.199425067 1.041025e+01 1.069750e+01
y_rep[137] 1.154295e+01 0.236707246 1.110279e+01 1.144923e+01
y_rep[138] 1.151291e+01 0.247126457 1.110433e+01 1.142329e+01
y_rep[139] 1.108736e+01 0.200710878 1.071279e+01 1.099789e+01
y_rep[140] 1.081407e+01 0.215810630 1.044743e+01 1.071959e+01
y_rep[141] 1.163887e+01 0.215220330 1.123366e+01 1.155112e+01
y_rep[142] 1.124683e+01 0.226152436 1.081606e+01 1.115009e+01
y_rep[143] 1.135792e+01 0.202037823 1.097507e+01 1.126220e+01
y_rep[144] 1.129576e+01 0.268960272 1.087736e+01 1.120317e+01
y_rep[145] 1.054157e+01 0.214194397 1.013927e+01 1.045272e+01
y_rep[146] 1.024693e+01 0.243043715 9.839198e+00 1.015988e+01
y_rep[147] 1.027417e+01 0.204344514 9.872991e+00 1.018233e+01
y_rep[148] 1.064627e+01 0.220774876 1.023806e+01 1.055295e+01
y_rep[149] 1.057076e+01 0.246213610 1.017707e+01 1.048433e+01
y_rep[150] 1.085722e+01 0.235055210 1.046939e+01 1.076099e+01
y_rep[151] 1.071362e+01 0.198955886 1.034924e+01 1.062578e+01
y_rep[152] 1.065522e+01 0.198729233 1.024851e+01 1.056218e+01
y_rep[153] 1.019352e+01 0.278276966 9.811209e+00 1.010395e+01
y_rep[154] 1.002720e+01 0.201365804 9.663592e+00 9.938713e+00
y_rep[155] 1.019957e+01 0.206922761 9.782403e+00 1.010481e+01
y_rep[156] 1.091433e+01 0.222082889 1.051158e+01 1.081949e+01
y_rep[157] 1.117768e+01 0.230587358 1.076210e+01 1.108798e+01
y_rep[158] 1.131444e+01 0.503701191 1.091341e+01 1.123984e+01
y_rep[159] 1.118531e+01 0.227227460 1.077309e+01 1.109682e+01
y_rep[160] 1.045719e+01 0.216406444 1.007128e+01 1.036621e+01
y_rep[161] 1.027829e+01 0.222452821 9.806232e+00 1.019398e+01
y_rep[162] 1.076900e+01 0.231120975 1.032639e+01 1.067720e+01
y_rep[163] 1.090627e+01 0.195349687 1.054346e+01 1.081196e+01
y_rep[164] 1.083642e+01 0.231547209 1.046617e+01 1.074636e+01
y_rep[165] 1.079479e+01 0.204032615 1.038966e+01 1.070842e+01
y_rep[166] 1.091046e+01 0.212608411 1.050296e+01 1.082588e+01
y_rep[167] 1.071873e+01 0.214993594 1.028737e+01 1.062892e+01
y_rep[168] 1.062493e+01 0.219612186 1.025019e+01 1.053569e+01
y_rep[169] 1.329770e+01 0.226478030 1.288817e+01 1.320445e+01
y_rep[170] 1.748228e+01 0.277369330 1.707934e+01 1.737810e+01
y_rep[171] 1.648273e+01 0.245848286 1.607149e+01 1.638213e+01
y_rep[172] 1.666179e+01 0.209698324 1.627995e+01 1.656776e+01
y_rep[173] 1.693326e+01 0.207935890 1.653704e+01 1.684010e+01
y_rep[174] 1.699414e+01 0.202140378 1.659572e+01 1.690306e+01
y_rep[175] 1.758993e+01 0.207983363 1.718263e+01 1.749995e+01
y_rep[176] 1.786953e+01 0.216978554 1.742038e+01 1.777717e+01
y_rep[177] 1.721324e+01 0.208069665 1.683986e+01 1.712595e+01
y_rep[178] 1.739341e+01 0.236392530 1.695760e+01 1.729939e+01
y_rep[179] 1.761025e+01 0.206770932 1.722346e+01 1.752110e+01
y_rep[180] 1.737129e+01 0.189891903 1.699807e+01 1.727378e+01
y_rep[181] 1.719889e+01 0.214003711 1.676266e+01 1.711914e+01
y_rep[182] 1.725789e+01 0.412947953 1.685697e+01 1.715856e+01
y_rep[183] 1.687731e+01 0.229452191 1.644603e+01 1.678345e+01
y_rep[184] 1.732959e+01 0.210544854 1.690982e+01 1.723863e+01
y_rep[185] 1.751210e+01 0.208590666 1.711477e+01 1.742351e+01
y_rep[186] 1.709192e+01 0.214027505 1.665169e+01 1.699441e+01
y_rep[187] 1.711713e+01 0.208113555 1.671749e+01 1.702220e+01
y_rep[188] 1.709935e+01 0.217519013 1.668229e+01 1.700671e+01
y_rep[189] 1.754745e+01 0.188341610 1.716667e+01 1.745466e+01
y_rep[190] 1.767300e+01 0.211235220 1.732177e+01 1.758071e+01
y_rep[191] 1.871750e+01 0.190037019 1.836923e+01 1.862212e+01
y_rep[192] 1.725055e+01 0.218858733 1.682269e+01 1.716177e+01
y_rep[193] 1.433321e+01 0.239106039 1.393075e+01 1.424504e+01
y_rep[194] 1.419932e+01 0.216571711 1.376919e+01 1.411351e+01
y_rep[195] 1.382756e+01 0.190129614 1.345775e+01 1.373545e+01
y_rep[196] 1.313454e+01 0.229442963 1.275036e+01 1.303991e+01
y_rep[197] 1.291529e+01 0.200625777 1.251756e+01 1.282555e+01
y_rep[198] 1.321745e+01 0.222666534 1.281871e+01 1.312768e+01
y_rep[199] 1.394895e+01 0.219659437 1.354040e+01 1.385925e+01
y_rep[200] 1.391705e+01 0.224907783 1.347630e+01 1.381874e+01
y_rep[201] 1.363042e+01 0.237801245 1.318805e+01 1.354084e+01
y_rep[202] 1.315875e+01 0.191225930 1.279978e+01 1.307601e+01
y_rep[203] 1.303619e+01 0.219403932 1.261345e+01 1.295327e+01
y_rep[204] 1.441003e+01 0.195245087 1.400098e+01 1.432648e+01
y_rep[205] 1.553713e+01 0.254705618 1.515999e+01 1.545014e+01
y_rep[206] 1.546105e+01 0.203759299 1.509892e+01 1.537376e+01
y_rep[207] 1.513773e+01 0.287100486 1.474907e+01 1.504833e+01
y_rep[208] 1.517499e+01 0.203468307 1.481435e+01 1.507996e+01
y_rep[209] 1.473919e+01 0.235711124 1.435242e+01 1.465043e+01
y_rep[210] 1.478350e+01 0.227962355 1.433380e+01 1.470137e+01
y_rep[211] 1.483604e+01 0.223353110 1.442131e+01 1.473950e+01
y_rep[212] 1.493705e+01 0.249229578 1.457415e+01 1.484582e+01
y_rep[213] 1.446463e+01 0.214307690 1.403043e+01 1.437627e+01
y_rep[214] 1.407417e+01 0.227985495 1.370774e+01 1.397961e+01
y_rep[215] 1.364285e+01 0.197669883 1.324957e+01 1.355453e+01
y_rep[216] 1.344102e+01 0.247069433 1.304041e+01 1.334308e+01
y_rep[217] 1.355881e+01 0.214197241 1.318315e+01 1.346078e+01
y_rep[218] 1.408717e+01 0.215763563 1.367336e+01 1.399277e+01
y_rep[219] 1.435759e+01 0.205702288 1.397620e+01 1.426165e+01
y_rep[220] 1.419100e+01 0.219548650 1.379674e+01 1.410353e+01
y_rep[221] 1.375203e+01 0.299597534 1.335073e+01 1.366136e+01
y_rep[222] 1.313533e+01 0.227976989 1.276512e+01 1.304682e+01
y_rep[223] 1.316544e+01 0.180063326 1.281060e+01 1.307857e+01
y_rep[224] 1.316555e+01 0.213214565 1.275457e+01 1.307387e+01
y_rep[225] 1.360795e+01 0.188683513 1.321331e+01 1.351804e+01
y_rep[226] 1.329512e+01 0.202852897 1.293615e+01 1.320236e+01
y_rep[227] 1.270916e+01 0.211882429 1.226738e+01 1.261889e+01
y_rep[228] 1.193290e+01 0.208079718 1.151532e+01 1.185337e+01
y_rep[229] 1.172213e+01 0.187042951 1.137298e+01 1.163282e+01
y_rep[230] 1.151084e+01 0.436524721 1.112802e+01 1.140832e+01
y_rep[231] 1.164879e+01 0.461147712 1.126282e+01 1.154938e+01
y_rep[232] 1.261704e+01 0.211318361 1.220374e+01 1.252679e+01
y_rep[233] 1.261114e+01 0.231537566 1.216926e+01 1.251163e+01
y_rep[234] 1.215104e+01 0.233630933 1.176608e+01 1.204924e+01
y_rep[235] 1.235465e+01 0.204455315 1.197707e+01 1.226728e+01
y_rep[236] 1.260525e+01 0.185735549 1.224075e+01 1.251477e+01
y_rep[237] 1.264120e+01 0.194114160 1.224551e+01 1.256029e+01
y_rep[238] 1.260475e+01 0.213492007 1.221388e+01 1.252323e+01
y_rep[239] 1.347314e+01 0.224423994 1.308072e+01 1.338789e+01
y_rep[240] 1.403902e+01 0.201792864 1.359494e+01 1.395895e+01
y_rep[241] 1.352917e+01 0.223060796 1.315469e+01 1.343102e+01
y_rep[242] 1.343912e+01 0.268912494 1.299012e+01 1.335453e+01
y_rep[243] 1.351913e+01 0.224937068 1.310695e+01 1.343245e+01
y_rep[244] 1.356042e+01 0.218229494 1.313035e+01 1.346428e+01
y_rep[245] 1.386495e+01 0.229130975 1.350722e+01 1.376280e+01
y_rep[246] 1.445152e+01 0.233131248 1.404384e+01 1.435716e+01
y_rep[247] 1.405944e+01 0.211155717 1.364232e+01 1.397139e+01
y_rep[248] 1.369168e+01 0.223916677 1.324647e+01 1.360436e+01
y_rep[249] 1.383581e+01 0.219022969 1.343532e+01 1.374037e+01
y_rep[250] 1.352931e+01 0.231719019 1.309610e+01 1.343897e+01
y_rep[251] 1.415113e+01 0.204642170 1.375571e+01 1.406487e+01
y_rep[252] 1.454650e+01 0.203964341 1.416732e+01 1.445316e+01
y_rep[253] 1.455828e+01 0.280252457 1.419339e+01 1.447408e+01
y_rep[254] 1.414487e+01 0.222429204 1.372558e+01 1.405479e+01
y_rep[255] 1.373701e+01 0.211940694 1.332017e+01 1.364482e+01
y_rep[256] 1.370144e+01 0.235060969 1.328429e+01 1.361153e+01
y_rep[257] 1.393624e+01 0.209113590 1.354233e+01 1.384895e+01
y_rep[258] 1.393585e+01 0.247114748 1.355108e+01 1.384166e+01
y_rep[259] 1.361806e+01 0.206934293 1.321252e+01 1.353105e+01
y_rep[260] 1.358908e+01 0.199697700 1.316445e+01 1.349946e+01
y_rep[261] 1.351117e+01 0.210873042 1.308975e+01 1.342012e+01
y_rep[262] 1.241260e+01 0.209681740 1.203479e+01 1.232250e+01
y_rep[263] 1.210902e+01 0.292852125 1.164118e+01 1.202564e+01
y_rep[264] 1.236276e+01 0.299933102 1.196431e+01 1.227217e+01
y_rep[265] 1.245177e+01 0.213630825 1.205347e+01 1.236286e+01
y_rep[266] 1.343117e+01 0.355697145 1.306349e+01 1.334857e+01
y_rep[267] 1.317055e+01 0.195250400 1.281078e+01 1.307737e+01
y_rep[268] 1.270431e+01 0.223627961 1.231715e+01 1.262248e+01
y_rep[269] 1.258304e+01 0.203869746 1.221095e+01 1.248870e+01
y_rep[270] 1.304768e+01 0.202920190 1.269302e+01 1.295214e+01
y_rep[271] 1.353995e+01 0.217409360 1.310988e+01 1.344667e+01
y_rep[272] 1.375778e+01 0.202546699 1.334178e+01 1.366918e+01
y_rep[273] 1.357689e+01 0.514407768 1.317023e+01 1.347164e+01
y_rep[274] 1.347290e+01 0.262755363 1.306966e+01 1.337790e+01
y_rep[275] 1.282318e+01 0.235605095 1.237563e+01 1.273530e+01
y_rep[276] 1.265363e+01 0.219768299 1.222647e+01 1.257067e+01
y_rep[277] 1.269701e+01 0.203147869 1.229406e+01 1.260416e+01
y_rep[278] 1.286412e+01 0.208464960 1.245361e+01 1.277036e+01
y_rep[279] 1.285003e+01 0.217086154 1.245163e+01 1.275409e+01
y_rep[280] 1.291929e+01 0.224615024 1.250249e+01 1.283177e+01
y_rep[281] 1.280205e+01 0.266523803 1.241162e+01 1.271777e+01
y_rep[282] 1.263428e+01 0.380196457 1.222867e+01 1.253204e+01
y_rep[283] 1.324166e+01 0.216495247 1.285998e+01 1.315266e+01
y_rep[284] 1.308861e+01 0.197474919 1.271273e+01 1.300128e+01
y_rep[285] 1.358512e+01 0.220218243 1.320457e+01 1.349297e+01
y_rep[286] 1.368463e+01 0.255470510 1.330923e+01 1.359770e+01
y_rep[287] 1.347865e+01 0.213537304 1.305631e+01 1.338902e+01
y_rep[288] 1.320572e+01 0.204927102 1.277473e+01 1.311730e+01
y_rep[289] 1.282253e+01 0.231514795 1.241947e+01 1.272612e+01
y_rep[290] 1.271915e+01 0.199200465 1.232131e+01 1.263232e+01
y_rep[291] 1.289761e+01 0.198106383 1.253966e+01 1.281465e+01
y_rep[292] 1.306614e+01 0.233389665 1.270107e+01 1.297099e+01
y_rep[293] 1.279902e+01 0.254049326 1.241972e+01 1.270489e+01
y_rep[294] 1.264943e+01 0.208582441 1.225733e+01 1.255391e+01
y_rep[295] 1.295511e+01 0.235470918 1.252319e+01 1.285518e+01
y_rep[296] 1.346528e+01 0.220024031 1.301612e+01 1.338123e+01
y_rep[297] 1.316669e+01 0.205914397 1.277948e+01 1.307997e+01
y_rep[298] 1.452177e+01 0.195394055 1.415363e+01 1.443628e+01
y_rep[299] 1.463354e+01 0.219604487 1.423930e+01 1.455753e+01
y_rep[300] 1.494005e+01 0.217278347 1.453734e+01 1.484692e+01
y_rep[301] 1.488463e+01 0.239520388 1.446776e+01 1.479688e+01
y_rep[302] 1.488923e+01 0.246196020 1.447923e+01 1.479773e+01
y_rep[303] 1.477566e+01 0.203456106 1.436036e+01 1.468280e+01
y_rep[304] 1.489114e+01 0.209718942 1.450458e+01 1.480370e+01
y_rep[305] 1.484957e+01 0.219780995 1.443714e+01 1.476634e+01
y_rep[306] 1.462176e+01 0.202935558 1.427515e+01 1.452705e+01
y_rep[307] 1.462946e+01 0.293878014 1.422911e+01 1.455154e+01
y_rep[308] 1.461483e+01 0.196670044 1.424856e+01 1.452218e+01
y_rep[309] 1.555825e+01 0.223987615 1.516219e+01 1.546128e+01
y_rep[310] 1.600799e+01 0.217118827 1.560393e+01 1.592452e+01
y_rep[311] 1.576596e+01 0.220585667 1.538694e+01 1.566876e+01
y_rep[312] 1.570774e+01 0.205865215 1.531500e+01 1.561710e+01
y_rep[313] 1.587576e+01 0.220762894 1.550475e+01 1.578092e+01
y_rep[314] 1.568560e+01 0.200137201 1.531762e+01 1.560288e+01
y_rep[315] 1.535169e+01 0.236612119 1.497921e+01 1.525763e+01
y_rep[316] 1.522970e+01 0.234790153 1.482250e+01 1.513563e+01
y_rep[317] 1.492302e+01 0.240325223 1.452897e+01 1.482557e+01
y_rep[318] 1.473163e+01 0.206350725 1.437259e+01 1.463323e+01
y_rep[319] 1.480319e+01 0.203544487 1.433909e+01 1.472560e+01
y_rep[320] 1.406747e+01 0.224581488 1.366815e+01 1.397400e+01
y_rep[321] 1.313894e+01 0.232732645 1.273469e+01 1.304967e+01
y_rep[322] 1.308329e+01 0.201578577 1.268951e+01 1.299549e+01
y_rep[323] 1.258300e+01 0.227997271 1.215021e+01 1.248711e+01
y_rep[324] 1.282378e+01 0.206003737 1.242121e+01 1.273328e+01
y_rep[325] 1.313388e+01 0.241424995 1.276915e+01 1.305324e+01
y_rep[326] 1.324008e+01 0.206079626 1.282714e+01 1.314476e+01
y_rep[327] 1.357114e+01 0.217193686 1.320611e+01 1.348002e+01
y_rep[328] 1.349787e+01 0.212719563 1.311082e+01 1.340712e+01
y_rep[329] 1.351355e+01 0.210358244 1.306962e+01 1.343151e+01
y_rep[330] 1.353300e+01 0.219439345 1.311436e+01 1.344718e+01
y_rep[331] 1.358192e+01 0.211536594 1.317347e+01 1.348900e+01
y_rep[332] 1.289597e+01 0.196091194 1.248084e+01 1.281116e+01
y_rep[333] 1.346643e+01 0.209680749 1.304701e+01 1.338282e+01
y_rep[334] 1.361813e+01 0.205103460 1.322581e+01 1.352231e+01
y_rep[335] 1.341500e+01 0.249590149 1.302364e+01 1.331991e+01
y_rep[336] 1.321435e+01 0.280948498 1.283601e+01 1.311771e+01
y_rep[337] 1.317108e+01 0.191452139 1.278534e+01 1.308655e+01
y_rep[338] 1.368842e+01 0.201655764 1.328817e+01 1.360091e+01
y_rep[339] 1.387697e+01 0.230639588 1.347501e+01 1.379264e+01
y_rep[340] 1.415114e+01 0.203233373 1.373812e+01 1.406402e+01
y_rep[341] 1.382258e+01 0.216700857 1.346680e+01 1.372524e+01
y_rep[342] 1.393893e+01 0.259881785 1.346082e+01 1.386007e+01
y_rep[343] 1.422397e+01 0.220841790 1.380133e+01 1.413524e+01
y_rep[344] 1.403363e+01 0.209664070 1.360503e+01 1.393976e+01
y_rep[345] 1.426204e+01 0.206133010 1.386685e+01 1.417040e+01
y_rep[346] 1.452770e+01 0.200780065 1.414919e+01 1.443142e+01
y_rep[347] 1.406237e+01 0.217273422 1.364845e+01 1.397160e+01
y_rep[348] 1.398546e+01 0.227203988 1.352668e+01 1.389781e+01
y_rep[349] 1.380513e+01 0.227659799 1.339370e+01 1.371586e+01
y_rep[350] 1.388723e+01 0.238103014 1.346237e+01 1.379461e+01
y_rep[351] 1.397341e+01 0.231602519 1.348223e+01 1.389177e+01
y_rep[352] 1.445246e+01 0.197502886 1.406697e+01 1.436014e+01
y_rep[353] 1.448424e+01 0.231226785 1.410306e+01 1.438516e+01
y_rep[354] 1.532156e+01 0.293840306 1.488680e+01 1.523027e+01
y_rep[355] 1.535424e+01 0.221872049 1.495704e+01 1.525978e+01
y_rep[356] 1.540503e+01 0.281301531 1.500731e+01 1.531276e+01
y_rep[357] 1.733859e+01 0.220233192 1.691614e+01 1.724711e+01
y_rep[358] 1.907016e+01 0.246375931 1.866568e+01 1.897814e+01
y_rep[359] 1.821341e+01 0.186455823 1.784553e+01 1.811867e+01
y_rep[360] 1.903828e+01 0.226916051 1.860927e+01 1.895070e+01
y_rep[361] 1.897338e+01 0.245584053 1.860002e+01 1.888456e+01
y_rep[362] 1.908833e+01 0.194127335 1.871873e+01 1.899478e+01
y_rep[363] 2.009145e+01 0.223924634 1.974310e+01 1.999397e+01
y_rep[364] 2.046917e+01 0.271147515 2.004516e+01 2.037556e+01
y_rep[365] 2.008743e+01 0.242875679 1.969599e+01 1.999379e+01
y_rep[366] 2.031408e+01 0.194864246 1.996023e+01 2.021859e+01
y_rep[367] 2.104187e+01 0.208895880 2.062841e+01 2.096213e+01
y_rep[368] 2.094165e+01 0.200007386 2.056708e+01 2.085217e+01
y_rep[369] 2.144198e+01 0.206453611 2.107642e+01 2.134483e+01
y_rep[370] 2.179741e+01 0.212201087 2.142026e+01 2.170980e+01
y_rep[371] 2.136081e+01 0.195748403 2.097895e+01 2.127246e+01
y_rep[372] 2.195717e+01 0.193958692 2.157711e+01 2.186708e+01
y_rep[373] 2.217980e+01 0.206732063 2.179182e+01 2.208854e+01
y_rep[374] 2.192570e+01 0.232578776 2.155182e+01 2.182435e+01
y_rep[375] 2.195229e+01 0.219435768 2.159877e+01 2.186947e+01
y_rep[376] 2.205561e+01 0.218249970 2.164490e+01 2.196321e+01
y_rep[377] 2.194119e+01 0.252444682 2.154521e+01 2.185442e+01
y_rep[378] 2.189018e+01 0.205532876 2.146664e+01 2.180239e+01
y_rep[379] 2.157494e+01 0.203876065 2.117693e+01 2.148090e+01
y_rep[380] 1.954438e+01 0.240084346 1.915094e+01 1.945638e+01
y_rep[381] 1.996340e+01 0.201044900 1.953994e+01 1.987431e+01
y_rep[382] 2.067216e+01 0.216207064 2.027242e+01 2.057975e+01
y_rep[383] 2.030510e+01 0.209981083 1.991572e+01 2.021848e+01
y_rep[384] 2.000045e+01 0.251858168 1.962676e+01 1.991167e+01
y_rep[385] 1.980418e+01 0.333185846 1.934252e+01 1.970644e+01
y_rep[386] 1.937408e+01 0.213271450 1.899126e+01 1.927708e+01
y_rep[387] 1.986176e+01 0.209533091 1.948236e+01 1.976643e+01
y_rep[388] 2.035038e+01 0.196956602 1.999313e+01 2.026278e+01
y_rep[389] 2.002204e+01 0.236785143 1.963375e+01 1.993008e+01
y_rep[390] 1.947503e+01 0.206146979 1.909886e+01 1.938386e+01
y_rep[391] 1.928005e+01 0.445416262 1.886816e+01 1.919666e+01
y_rep[392] 1.860109e+01 0.277699551 1.817892e+01 1.850860e+01
y_rep[393] 1.892410e+01 0.189379087 1.854038e+01 1.883028e+01
y_rep[394] 1.895011e+01 0.224642535 1.857532e+01 1.885757e+01
y_rep[395] 1.857069e+01 0.233570929 1.814024e+01 1.848437e+01
y_rep[396] 1.809963e+01 0.269693623 1.769640e+01 1.800646e+01
y_rep[397] 1.803000e+01 0.215863909 1.762396e+01 1.794265e+01
y_rep[398] 1.803471e+01 0.223341377 1.766050e+01 1.793531e+01
y_rep[399] 1.790529e+01 0.251171830 1.748127e+01 1.780978e+01
y_rep[400] 1.751464e+01 0.238543229 1.711175e+01 1.742408e+01
y_rep[401] 1.769864e+01 0.227648552 1.731068e+01 1.760278e+01
y_rep[402] 1.758070e+01 0.230539312 1.718430e+01 1.748314e+01
y_rep[403] 1.727801e+01 0.262749083 1.688423e+01 1.718620e+01
y_rep[404] 1.675199e+01 0.210497711 1.633222e+01 1.666286e+01
y_rep[405] 1.596148e+01 0.206649841 1.557902e+01 1.586602e+01
y_rep[406] 1.609659e+01 0.255580223 1.573100e+01 1.599975e+01
y_rep[407] 1.640012e+01 0.242410972 1.601051e+01 1.631249e+01
y_rep[408] 1.621477e+01 0.202335684 1.584855e+01 1.612289e+01
y_rep[409] 1.594201e+01 0.248174456 1.549484e+01 1.585172e+01
y_rep[410] 1.538016e+01 0.201479638 1.496851e+01 1.528858e+01
y_rep[411] 1.514143e+01 0.226848820 1.476375e+01 1.505686e+01
y_rep[412] 1.533053e+01 0.234833864 1.492740e+01 1.523484e+01
y_rep[413] 1.533432e+01 0.196500187 1.498418e+01 1.524251e+01
y_rep[414] 1.503462e+01 0.222213618 1.458157e+01 1.494340e+01
y_rep[415] 1.496825e+01 0.209596340 1.460560e+01 1.487637e+01
y_rep[416] 1.512439e+01 0.221333938 1.472925e+01 1.502838e+01
y_rep[417] 1.482440e+01 0.364883457 1.444482e+01 1.473761e+01
y_rep[418] 1.506316e+01 0.297690204 1.463037e+01 1.497385e+01
y_rep[419] 1.606463e+01 0.197482115 1.566297e+01 1.597920e+01
y_rep[420] 1.585855e+01 0.199778202 1.543093e+01 1.576782e+01
y_rep[421] 1.565371e+01 0.208596873 1.528417e+01 1.556717e+01
y_rep[422] 1.527905e+01 0.228597638 1.489300e+01 1.519138e+01
y_rep[423] 1.492765e+01 0.221236938 1.451546e+01 1.483842e+01
y_rep[424] 1.544490e+01 0.206059528 1.507498e+01 1.534944e+01
y_rep[425] 1.589265e+01 0.202694996 1.549361e+01 1.580478e+01
y_rep[426] 1.588553e+01 0.233832985 1.546220e+01 1.580466e+01
y_rep[427] 1.591041e+01 0.233868289 1.549188e+01 1.581605e+01
y_rep[428] 1.601184e+01 0.204019240 1.560869e+01 1.592229e+01
y_rep[429] 1.572498e+01 0.200812300 1.535087e+01 1.563077e+01
y_rep[430] 1.578893e+01 0.217700731 1.542054e+01 1.570059e+01
y_rep[431] 1.612778e+01 0.244443256 1.570227e+01 1.603774e+01
y_rep[432] 1.591721e+01 0.219612433 1.551202e+01 1.582397e+01
y_rep[433] 1.616281e+01 0.233221147 1.568065e+01 1.607310e+01
y_rep[434] 1.647782e+01 0.245306269 1.608470e+01 1.637681e+01
y_rep[435] 1.618264e+01 0.211157397 1.579089e+01 1.608403e+01
y_rep[436] 1.590415e+01 0.241131227 1.551336e+01 1.580665e+01
y_rep[437] 1.631363e+01 0.210552662 1.589204e+01 1.621794e+01
y_rep[438] 1.591502e+01 0.208674841 1.551418e+01 1.582278e+01
y_rep[439] 1.571428e+01 0.204360540 1.530730e+01 1.561806e+01
y_rep[440] 1.576517e+01 0.221931606 1.537429e+01 1.567693e+01
y_rep[441] 1.563202e+01 0.190571904 1.527269e+01 1.554001e+01
y_rep[442] 1.528214e+01 0.231862109 1.489278e+01 1.519325e+01
y_rep[443] 1.550431e+01 0.207978661 1.512405e+01 1.540837e+01
y_rep[444] 1.517619e+01 0.216444084 1.477374e+01 1.508813e+01
y_rep[445] 1.513303e+01 0.216884102 1.475056e+01 1.503734e+01
y_rep[446] 1.573402e+01 0.198342161 1.533522e+01 1.564206e+01
y_rep[447] 1.567927e+01 0.212792812 1.526214e+01 1.558363e+01
y_rep[448] 1.471008e+01 0.233019944 1.431334e+01 1.461602e+01
y_rep[449] 1.487304e+01 0.198797284 1.447833e+01 1.477993e+01
y_rep[450] 1.467893e+01 0.222400135 1.425902e+01 1.458642e+01
y_rep[451] 1.443246e+01 0.227142657 1.401529e+01 1.433833e+01
y_rep[452] 1.435371e+01 0.199770671 1.396174e+01 1.426307e+01
y_rep[453] 1.399428e+01 0.256011950 1.363406e+01 1.390852e+01
y_rep[454] 1.362546e+01 0.193222548 1.322659e+01 1.353314e+01
y_rep[455] 1.483618e+01 0.192668702 1.446399e+01 1.474423e+01
y_rep[456] 1.488207e+01 0.200735730 1.449368e+01 1.479212e+01
y_rep[457] 1.472886e+01 0.212169316 1.426598e+01 1.464535e+01
y_rep[458] 1.485699e+01 0.194771711 1.447622e+01 1.476202e+01
y_rep[459] 1.494583e+01 0.216455887 1.457749e+01 1.485214e+01
y_rep[460] 1.444185e+01 0.188283836 1.408355e+01 1.435486e+01
y_rep[461] 1.481426e+01 0.368735649 1.442595e+01 1.472205e+01
y_rep[462] 1.455985e+01 0.200240338 1.417982e+01 1.447108e+01
y_rep[463] 1.413718e+01 0.213271229 1.373894e+01 1.404853e+01
y_rep[464] 1.412279e+01 0.214823051 1.376983e+01 1.403359e+01
y_rep[465] 1.384181e+01 0.188918869 1.347938e+01 1.374721e+01
y_rep[466] 1.384469e+01 0.205171702 1.345713e+01 1.375350e+01
y_rep[467] 1.542301e+01 0.190929519 1.508066e+01 1.533043e+01
y_rep[468] 1.505074e+01 0.221084795 1.465700e+01 1.497535e+01
y_rep[469] 1.524299e+01 0.204527302 1.488941e+01 1.515451e+01
y_rep[470] 1.570509e+01 0.224084433 1.531658e+01 1.560930e+01
y_rep[471] 1.595933e+01 0.224022406 1.556198e+01 1.587874e+01
y_rep[472] 1.562080e+01 0.193698371 1.524984e+01 1.553243e+01
y_rep[473] 1.908980e+01 0.230821313 1.870719e+01 1.900176e+01
y_rep[474] 2.214253e+01 0.210033215 2.176055e+01 2.204311e+01
y_rep[475] 2.179369e+01 0.210917441 2.139309e+01 2.170524e+01
y_rep[476] 2.182139e+01 0.205040003 2.144466e+01 2.173026e+01
y_rep[477] 2.157874e+01 0.235622802 2.116491e+01 2.148571e+01
y_rep[478] 2.059976e+01 0.196819145 2.020645e+01 2.051924e+01
y_rep[479] 2.145335e+01 0.249467976 2.103614e+01 2.134819e+01
y_rep[480] 2.124610e+01 0.228929459 2.082401e+01 2.114903e+01
y_rep[481] 2.108692e+01 0.232649664 2.069997e+01 2.099286e+01
y_rep[482] 2.102423e+01 0.208527808 2.064142e+01 2.093351e+01
y_rep[483] 2.128220e+01 0.236330037 2.086994e+01 2.119242e+01
y_rep[484] 2.132071e+01 0.242004961 2.092496e+01 2.123595e+01
y_rep[485] 2.159406e+01 0.198092826 2.122650e+01 2.150712e+01
y_rep[486] 2.179473e+01 0.218063434 2.141615e+01 2.169970e+01
y_rep[487] 2.142441e+01 0.198782554 2.106077e+01 2.133075e+01
y_rep[488] 2.237484e+01 0.240799795 2.196223e+01 2.228233e+01
y_rep[489] 2.216662e+01 0.204244969 2.181697e+01 2.207524e+01
y_rep[490] 2.145336e+01 0.214981041 2.104474e+01 2.136038e+01
y_rep[491] 2.150484e+01 0.223650960 2.111070e+01 2.141853e+01
y_rep[492] 2.120668e+01 0.224634311 2.080024e+01 2.111322e+01
y_rep[493] 2.077244e+01 0.260781206 2.035440e+01 2.067596e+01
y_rep[494] 2.114078e+01 0.246712008 2.070539e+01 2.104718e+01
y_rep[495] 2.098633e+01 0.212905016 2.057304e+01 2.089029e+01
y_rep[496] 1.906092e+01 0.225594498 1.856653e+01 1.897525e+01
y_rep[497] 1.585143e+01 0.218819816 1.549040e+01 1.575433e+01
y_rep[498] 1.644391e+01 0.201999696 1.604677e+01 1.634037e+01
y_rep[499] 1.663811e+01 0.193915832 1.623687e+01 1.654760e+01
y_rep[500] 1.569375e+01 0.225033849 1.529662e+01 1.560730e+01
y_rep[501] 1.585266e+01 0.227740663 1.544978e+01 1.575858e+01
y_rep[502] 1.544675e+01 0.421117948 1.501238e+01 1.534900e+01
y_rep[503] 1.562619e+01 0.202505002 1.523908e+01 1.554170e+01
y_rep[504] 1.563584e+01 0.372035710 1.525047e+01 1.555466e+01
y_rep[505] 1.526490e+01 0.219933122 1.485728e+01 1.517722e+01
y_rep[506] 1.495675e+01 0.251776390 1.454202e+01 1.486339e+01
y_rep[507] 1.479959e+01 0.271951538 1.441865e+01 1.469957e+01
y_rep[508] 1.420377e+01 0.204643640 1.381743e+01 1.410913e+01
y_rep[509] 1.449142e+01 0.223680199 1.412706e+01 1.439956e+01
y_rep[510] 1.413081e+01 0.210455439 1.372601e+01 1.404467e+01
y_rep[511] 1.356061e+01 0.212249541 1.315429e+01 1.347160e+01
y_rep[512] 1.369883e+01 0.245217623 1.327102e+01 1.361051e+01
y_rep[513] 1.326759e+01 0.215845577 1.284843e+01 1.316706e+01
y_rep[514] 1.284403e+01 0.207954128 1.245537e+01 1.275002e+01
y_rep[515] 1.287694e+01 0.211941493 1.250216e+01 1.278971e+01
y_rep[516] 1.320641e+01 0.220532076 1.282343e+01 1.311446e+01
y_rep[517] 1.280774e+01 0.197674867 1.242700e+01 1.271770e+01
y_rep[518] 1.301959e+01 0.198741025 1.263325e+01 1.293635e+01
y_rep[519] 1.298631e+01 0.422899629 1.254480e+01 1.288880e+01
y_rep[520] 1.237420e+01 0.204733275 1.196462e+01 1.228122e+01
y_rep[521] 1.269883e+01 0.256355894 1.231533e+01 1.261757e+01
y_rep[522] 1.255323e+01 0.259721571 1.214091e+01 1.247248e+01
y_rep[523] 1.234084e+01 0.236500841 1.194546e+01 1.225636e+01
y_rep[524] 1.218696e+01 0.214209195 1.176630e+01 1.209430e+01
y_rep[525] 1.230352e+01 0.199365732 1.192768e+01 1.220667e+01
y_rep[526] 1.179439e+01 0.203707459 1.145992e+01 1.169464e+01
y_rep[527] 1.173365e+01 0.222665018 1.134261e+01 1.164175e+01
y_rep[528] 1.225055e+01 0.229040410 1.188323e+01 1.215753e+01
y_rep[529] 1.199310e+01 0.210912127 1.159639e+01 1.190799e+01
y_rep[530] 1.229358e+01 0.211381881 1.189079e+01 1.221041e+01
y_rep[531] 1.210533e+01 0.214375806 1.172527e+01 1.201013e+01
y_rep[532] 1.147112e+01 0.276596758 1.112275e+01 1.137818e+01
y_rep[533] 1.172175e+01 0.210514616 1.124479e+01 1.163289e+01
y_rep[534] 1.187535e+01 0.251539524 1.145773e+01 1.178010e+01
y_rep[535] 1.168246e+01 0.207975188 1.128957e+01 1.159046e+01
y_rep[536] 1.264868e+01 0.255848943 1.226268e+01 1.255671e+01
y_rep[537] 1.225830e+01 0.214024011 1.184329e+01 1.216798e+01
y_rep[538] 1.182289e+01 0.207470869 1.142489e+01 1.173782e+01
y_rep[539] 1.186251e+01 0.220552611 1.143130e+01 1.177819e+01
y_rep[540] 1.154924e+01 0.242838437 1.113010e+01 1.146640e+01
y_rep[541] 1.149624e+01 0.202891457 1.110494e+01 1.140463e+01
y_rep[542] 1.158848e+01 0.215819073 1.117939e+01 1.149674e+01
y_rep[543] 1.133472e+01 0.305585755 1.090963e+01 1.124694e+01
y_rep[544] 1.114562e+01 0.196411131 1.077985e+01 1.105640e+01
y_rep[545] 1.170416e+01 0.199037843 1.133202e+01 1.160903e+01
y_rep[546] 1.132598e+01 0.336647486 1.094116e+01 1.123204e+01
y_rep[547] 1.138654e+01 0.187917530 1.099733e+01 1.129721e+01
y_rep[548] 1.129728e+01 0.231582737 1.090367e+01 1.120834e+01
y_rep[549] 1.161583e+01 0.258357083 1.118432e+01 1.152454e+01
y_rep[550] 1.154277e+01 0.244281491 1.117015e+01 1.145279e+01
y_rep[551] 1.126121e+01 0.193494746 1.088239e+01 1.117971e+01
y_rep[552] 1.099238e+01 0.221808934 1.057292e+01 1.091216e+01
y_rep[553] 1.084324e+01 0.212010769 1.042798e+01 1.075700e+01
y_rep[554] 1.103823e+01 0.225579813 1.060689e+01 1.094451e+01
y_rep[555] 1.097022e+01 0.200610860 1.058679e+01 1.088683e+01
y_rep[556] 1.042428e+01 0.201773223 1.003407e+01 1.033568e+01
y_rep[557] 1.025010e+01 0.217535463 9.877242e+00 1.016300e+01
y_rep[558] 1.033108e+01 0.192044988 9.941402e+00 1.023668e+01
y_rep[559] 1.005896e+01 0.224463120 9.624818e+00 9.967235e+00
y_rep[560] 1.324205e+01 0.287659132 1.280262e+01 1.315230e+01
y_rep[561] 1.280836e+01 0.228526070 1.242520e+01 1.271467e+01
y_rep[562] 1.266059e+01 0.239878691 1.222467e+01 1.257008e+01
y_rep[563] 1.299173e+01 0.206806226 1.262207e+01 1.290653e+01
y_rep[564] 1.347238e+01 0.204251047 1.309749e+01 1.338226e+01
y_rep[565] 1.297010e+01 0.218548807 1.256283e+01 1.288530e+01
y_rep[566] 1.319295e+01 0.222068041 1.275791e+01 1.310451e+01
y_rep[567] 1.292858e+01 0.280200826 1.251577e+01 1.283432e+01
y_rep[568] 1.251957e+01 0.186795601 1.215103e+01 1.243483e+01
y_rep[569] 1.285181e+01 0.204411988 1.247882e+01 1.276245e+01
y_rep[570] 1.271619e+01 0.202348322 1.234586e+01 1.262663e+01
y_rep[571] 1.268504e+01 0.195852916 1.231977e+01 1.258817e+01
y_rep[572] 1.230785e+01 0.188097989 1.190806e+01 1.222142e+01
y_rep[573] 1.236352e+01 0.244272070 1.194357e+01 1.227213e+01
y_rep[574] 1.209445e+01 0.218762196 1.167936e+01 1.200664e+01
y_rep[575] 1.232370e+01 0.228751004 1.192067e+01 1.223602e+01
y_rep[576] 1.206182e+01 0.209250559 1.167051e+01 1.197034e+01
y_rep[577] 1.196780e+01 0.242006184 1.155806e+01 1.188987e+01
y_rep[578] 1.235300e+01 0.223731365 1.189323e+01 1.225784e+01
y_rep[579] 1.235036e+01 0.228174092 1.194059e+01 1.225547e+01
y_rep[580] 1.203829e+01 0.202054410 1.163063e+01 1.194336e+01
y_rep[581] 1.213976e+01 0.200965554 1.176319e+01 1.204977e+01
y_rep[582] 1.217711e+01 0.210414053 1.181766e+01 1.208030e+01
y_rep[583] 1.101616e+01 0.200807576 1.060809e+01 1.092750e+01
y_rep[584] 1.107066e+01 0.217944799 1.066052e+01 1.097466e+01
y_rep[585] 1.084744e+01 0.221236036 1.045857e+01 1.075167e+01
y_rep[586] 1.047869e+01 0.198417023 1.010234e+01 1.038448e+01
y_rep[587] 1.060010e+01 0.214609056 1.017941e+01 1.051095e+01
y_rep[588] 1.123831e+01 0.205161671 1.084030e+01 1.114756e+01
y_rep[589] 1.125278e+01 0.208969604 1.084613e+01 1.116311e+01
y_rep[590] 1.154823e+01 0.192790742 1.117574e+01 1.145575e+01
y_rep[591] 1.159921e+01 0.223350667 1.123483e+01 1.150890e+01
y_rep[592] 1.771614e+01 0.255926640 1.728121e+01 1.757677e+01
y_rep[593] 1.866370e+01 0.245338801 1.829079e+01 1.856687e+01
y_rep[594] 1.918928e+01 0.207995059 1.880313e+01 1.909332e+01
y_rep[595] 1.858047e+01 0.314068870 1.810353e+01 1.849507e+01
y_rep[596] 1.907359e+01 0.324260555 1.871155e+01 1.898386e+01
y_rep[597] 1.943041e+01 0.234681399 1.908728e+01 1.933782e+01
y_rep[598] 1.929126e+01 0.194234492 1.890056e+01 1.920336e+01
y_rep[599] 1.959789e+01 0.236445930 1.915433e+01 1.950126e+01
y_rep[600] 1.939148e+01 0.206513601 1.897144e+01 1.930059e+01
y_rep[601] 1.947872e+01 0.231651270 1.907327e+01 1.938453e+01
y_rep[602] 1.958222e+01 0.214207222 1.918846e+01 1.949354e+01
y_rep[603] 2.042736e+01 0.220946520 2.003738e+01 2.034218e+01
y_rep[604] 2.019057e+01 0.355921528 1.980289e+01 2.010611e+01
y_rep[605] 2.001401e+01 0.221347971 1.962717e+01 1.991582e+01
y_rep[606] 2.036430e+01 0.212381161 1.997657e+01 2.026795e+01
y_rep[607] 2.040390e+01 0.199008971 2.002970e+01 2.031030e+01
y_rep[608] 2.043616e+01 0.199673800 2.002803e+01 2.034437e+01
y_rep[609] 2.070809e+01 0.225222711 2.034259e+01 2.062240e+01
y_rep[610] 2.039184e+01 0.195556525 2.003470e+01 2.029710e+01
y_rep[611] 2.073555e+01 0.199004280 2.038195e+01 2.063451e+01
y_rep[612] 2.041613e+01 0.208302013 1.997037e+01 2.033567e+01
y_rep[613] 2.009344e+01 0.221466996 1.964678e+01 2.000354e+01
y_rep[614] 1.824218e+01 0.209829535 1.784566e+01 1.814626e+01
y_rep[615] 1.639880e+01 0.213297427 1.599570e+01 1.630816e+01
y_rep[616] 1.542343e+01 0.198719446 1.503415e+01 1.532934e+01
y_rep[617] 1.567138e+01 0.249073964 1.527367e+01 1.557720e+01
y_rep[618] 1.521237e+01 0.222311995 1.479847e+01 1.512575e+01
y_rep[619] 1.466170e+01 0.210913916 1.428899e+01 1.457681e+01
y_rep[620] 1.465538e+01 0.195710759 1.429450e+01 1.456843e+01
y_rep[621] 1.474746e+01 0.227450667 1.438867e+01 1.465714e+01
y_rep[622] 1.526111e+01 0.205698777 1.484537e+01 1.516953e+01
y_rep[623] 1.542504e+01 0.198396016 1.506136e+01 1.533518e+01
y_rep[624] 1.513445e+01 0.232083468 1.472284e+01 1.504453e+01
y_rep[625] 1.509246e+01 0.202317970 1.470998e+01 1.499757e+01
y_rep[626] 1.453633e+01 0.218766719 1.413437e+01 1.444159e+01
y_rep[627] 1.439546e+01 0.232613133 1.397117e+01 1.430428e+01
y_rep[628] 1.410184e+01 0.205214464 1.374830e+01 1.400930e+01
y_rep[629] 1.379637e+01 0.215204336 1.337526e+01 1.370967e+01
y_rep[630] 1.378033e+01 0.227721148 1.338922e+01 1.368986e+01
y_rep[631] 1.335473e+01 0.218299143 1.294654e+01 1.326207e+01
y_rep[632] 1.339071e+01 0.197740523 1.302758e+01 1.330225e+01
y_rep[633] 1.343609e+01 0.215575010 1.305722e+01 1.333518e+01
y_rep[634] 1.323322e+01 0.213630821 1.281501e+01 1.314407e+01
y_rep[635] 1.275937e+01 0.224424921 1.237756e+01 1.266299e+01
y_rep[636] 1.268409e+01 0.247244935 1.231873e+01 1.260036e+01
y_rep[637] 1.225651e+01 0.216183645 1.186770e+01 1.217234e+01
y_rep[638] 1.274772e+01 0.248295442 1.233324e+01 1.266100e+01
y_rep[639] 1.297414e+01 0.196457921 1.256491e+01 1.288523e+01
y_rep[640] 1.279676e+01 0.212405050 1.242049e+01 1.269885e+01
y_rep[641] 1.258203e+01 0.239155332 1.215866e+01 1.248942e+01
y_rep[642] 1.280990e+01 0.204893613 1.242958e+01 1.272068e+01
y_rep[643] 1.250463e+01 0.219126653 1.207687e+01 1.241258e+01
y_rep[644] 1.234278e+01 0.204554571 1.194905e+01 1.225858e+01
y_rep[645] 1.233779e+01 0.199731790 1.199888e+01 1.225538e+01
y_rep[646] 1.193134e+01 0.228525242 1.153197e+01 1.184508e+01
y_rep[647] 1.193929e+01 0.215712733 1.154443e+01 1.185272e+01
y_rep[648] 1.204019e+01 0.218442455 1.165710e+01 1.194778e+01
y_rep[649] 1.237914e+01 0.208529039 1.204556e+01 1.227853e+01
y_rep[650] 1.243430e+01 0.213643205 1.202347e+01 1.233628e+01
y_rep[651] 1.253202e+01 0.229395391 1.216257e+01 1.243875e+01
y_rep[652] 1.245443e+01 0.228431980 1.206021e+01 1.236826e+01
y_rep[653] 1.247049e+01 0.222954422 1.206548e+01 1.238685e+01
y_rep[654] 1.250296e+01 0.212988046 1.211619e+01 1.241215e+01
y_rep[655] 1.253076e+01 0.216358695 1.212126e+01 1.244257e+01
y_rep[656] 1.248266e+01 0.212461606 1.205148e+01 1.239938e+01
y_rep[657] 1.251867e+01 0.246103310 1.209023e+01 1.243324e+01
y_rep[658] 1.252117e+01 0.248200156 1.214724e+01 1.242859e+01
y_rep[659] 1.256772e+01 0.442445023 1.216815e+01 1.247960e+01
y_rep[660] 1.235912e+01 0.198815429 1.193633e+01 1.226611e+01
y_rep[661] 1.199826e+01 0.231582144 1.161101e+01 1.190296e+01
y_rep[662] 1.211676e+01 0.233403537 1.172577e+01 1.202878e+01
y_rep[663] 1.210941e+01 0.199465729 1.170566e+01 1.202504e+01
y_rep[664] 1.244606e+01 0.202469505 1.200676e+01 1.235539e+01
y_rep[665] 1.274590e+01 0.188361973 1.240914e+01 1.265513e+01
y_rep[666] 1.219996e+01 0.222507631 1.177151e+01 1.210939e+01
y_rep[667] 1.242741e+01 0.198413717 1.206173e+01 1.233932e+01
y_rep[668] 1.206030e+01 0.204131325 1.168129e+01 1.196618e+01
y_rep[669] 1.188522e+01 0.239424537 1.148867e+01 1.179131e+01
y_rep[670] 1.208116e+01 0.204703670 1.165461e+01 1.199184e+01
y_rep[671] 1.237636e+01 0.289911827 1.200592e+01 1.228195e+01
y_rep[672] 1.213611e+01 0.265083025 1.169760e+01 1.204392e+01
y_rep[673] 1.187620e+01 0.345772213 1.145691e+01 1.177340e+01
y_rep[674] 1.191431e+01 0.203828159 1.152842e+01 1.183203e+01
y_rep[675] 1.177463e+01 0.220579432 1.137664e+01 1.168738e+01
y_rep[676] 1.190797e+01 0.195315869 1.152090e+01 1.181419e+01
y_rep[677] 1.206379e+01 0.212439637 1.162328e+01 1.197950e+01
y_rep[678] 1.153426e+01 0.214993605 1.110560e+01 1.144049e+01
y_rep[679] 1.151731e+01 0.217687885 1.115235e+01 1.142494e+01
y_rep[680] 1.110528e+01 0.219246268 1.066218e+01 1.101508e+01
y_rep[681] 1.090175e+01 0.209321801 1.053167e+01 1.081375e+01
y_rep[682] 1.123981e+01 0.190676300 1.084103e+01 1.115485e+01
y_rep[683] 1.150678e+01 0.197506652 1.109840e+01 1.141628e+01
y_rep[684] 1.124489e+01 0.212657902 1.081539e+01 1.115919e+01
y_rep[685] 1.103051e+01 0.251635020 1.061359e+01 1.093685e+01
y_rep[686] 1.088262e+01 0.213222794 1.051916e+01 1.078247e+01
y_rep[687] 1.061990e+01 0.232777586 1.020946e+01 1.052867e+01
y_rep[688] 1.096277e+01 0.216067978 1.059159e+01 1.087201e+01
y_rep[689] 1.076921e+01 0.220194380 1.035828e+01 1.067850e+01
y_rep[690] 1.090627e+01 0.183360595 1.052470e+01 1.082087e+01
y_rep[691] 1.089063e+01 0.227955413 1.045238e+01 1.080851e+01
y_rep[692] 1.100579e+01 0.233151990 1.061220e+01 1.091270e+01
y_rep[693] 1.068344e+01 0.224044315 1.027119e+01 1.058587e+01
y_rep[694] 1.065838e+01 0.217372374 1.027790e+01 1.057515e+01
y_rep[695] 1.059135e+01 0.218316065 1.018674e+01 1.050797e+01
y_rep[696] 1.046499e+01 0.222067647 1.008412e+01 1.037619e+01
y_rep[697] 1.033092e+01 0.260594565 9.899476e+00 1.024573e+01
y_rep[698] 1.014927e+01 0.280809587 9.759872e+00 1.006057e+01
y_rep[699] 1.043215e+01 0.203413025 1.003835e+01 1.034682e+01
y_rep[700] 1.113705e+01 0.246388607 1.071251e+01 1.104775e+01
y_rep[701] 1.103807e+01 0.202510028 1.067490e+01 1.093913e+01
y_rep[702] 1.085463e+01 0.216130038 1.041548e+01 1.076294e+01
y_rep[703] 1.092156e+01 0.256894043 1.047972e+01 1.083172e+01
y_rep[704] 1.088846e+01 0.212736708 1.051765e+01 1.079532e+01
y_rep[705] 1.085625e+01 0.190613573 1.048811e+01 1.076010e+01
y_rep[706] 1.075257e+01 0.215632912 1.038167e+01 1.065993e+01
y_rep[707] 1.098438e+01 0.208664493 1.063112e+01 1.089000e+01
y_rep[708] 1.091214e+01 0.202635025 1.051114e+01 1.081804e+01
y_rep[709] 1.073829e+01 0.206411330 1.031759e+01 1.065712e+01
y_rep[710] 1.076486e+01 0.240478660 1.039566e+01 1.067230e+01
y_rep[711] 1.059918e+01 0.201762806 1.024346e+01 1.050203e+01
y_rep[712] 1.044648e+01 0.373476547 1.002094e+01 1.036410e+01
y_rep[713] 1.025105e+01 0.200023439 9.848577e+00 1.016569e+01
y_rep[714] 1.014516e+01 0.218338687 9.731188e+00 1.004865e+01
y_rep[715] 1.002343e+01 0.209322379 9.628197e+00 9.930769e+00
y_rep[716] 1.010715e+01 0.220631046 9.701721e+00 1.001202e+01
y_rep[717] 9.801346e+00 0.223876623 9.424943e+00 9.708169e+00
y_rep[718] 9.668567e+00 0.223065839 9.276724e+00 9.587977e+00
y_rep[719] 1.004828e+01 0.396250859 9.710958e+00 9.963953e+00
y_rep[720] 1.008246e+01 0.207495601 9.681666e+00 9.994245e+00
y_rep[721] 1.048375e+01 0.207238151 1.011344e+01 1.038883e+01
y_rep[722] 9.766706e+00 0.230269218 9.360284e+00 9.677646e+00
y_rep[723] 1.014853e+01 0.267067776 9.725611e+00 1.005982e+01
y_rep[724] 1.047374e+01 0.207849359 1.011193e+01 1.038135e+01
y_rep[725] 1.055670e+01 0.197542687 1.013755e+01 1.046587e+01
y_rep[726] 1.065891e+01 0.320408988 1.024331e+01 1.057436e+01
y_rep[727] 1.035528e+01 0.188660489 9.992668e+00 1.027097e+01
y_rep[728] 1.043418e+01 0.252511368 9.970327e+00 1.034406e+01
y_rep[729] 1.040980e+01 0.668674342 1.003543e+01 1.033958e+01
y_rep[730] 1.062537e+01 0.244298917 1.021301e+01 1.053017e+01
y_rep[731] 1.059986e+01 0.228500616 1.021375e+01 1.049944e+01
y_rep[732] 1.062943e+01 0.669473072 1.024096e+01 1.056060e+01
y_rep[733] 1.050463e+01 0.197917776 1.012324e+01 1.041263e+01
y_rep[734] 1.130996e+01 0.197075283 1.092435e+01 1.121008e+01
y_rep[735] 1.161332e+01 0.207758581 1.121262e+01 1.152632e+01
y_rep[736] 1.133455e+01 0.241079612 1.094276e+01 1.123910e+01
y_rep[737] 1.137257e+01 0.212837591 1.095426e+01 1.128526e+01
y_rep[738] 1.147083e+01 0.205270559 1.102105e+01 1.138262e+01
y_rep[739] 1.138402e+01 0.215152351 1.101876e+01 1.130102e+01
y_rep[740] 1.173478e+01 0.183914515 1.137023e+01 1.165301e+01
y_rep[741] 1.160725e+01 0.208208762 1.123557e+01 1.151461e+01
y_rep[742] 1.175053e+01 0.184009658 1.136642e+01 1.166523e+01
y_rep[743] 1.176626e+01 0.221909801 1.135807e+01 1.167876e+01
y_rep[744] 1.156012e+01 0.197534182 1.115593e+01 1.147362e+01
y_rep[745] 1.164550e+01 0.193372602 1.128304e+01 1.155411e+01
y_rep[746] 1.134226e+01 0.209544426 1.094440e+01 1.125316e+01
y_rep[747] 1.093496e+01 0.199997644 1.054739e+01 1.084222e+01
y_rep[748] 1.106815e+01 0.211309048 1.068534e+01 1.097916e+01
y_rep[749] 1.120411e+01 0.237852675 1.081981e+01 1.110605e+01
y_rep[750] 1.125652e+01 0.216275043 1.086159e+01 1.115745e+01
y_rep[751] 1.085513e+01 0.214561547 1.049103e+01 1.076412e+01
y_rep[752] 1.076602e+01 0.218353037 1.036802e+01 1.068004e+01
y_rep[753] 1.098762e+01 0.222764203 1.061135e+01 1.089044e+01
y_rep[754] 1.128202e+01 0.207553068 1.086964e+01 1.119235e+01
y_rep[755] 1.154628e+01 0.208137985 1.114173e+01 1.145609e+01
y_rep[756] 1.121135e+01 0.231931921 1.078434e+01 1.112661e+01
y_rep[757] 1.060949e+01 0.236938257 1.019041e+01 1.052306e+01
y_rep[758] 1.050060e+01 0.368474670 1.011769e+01 1.039720e+01
y_rep[759] 1.071341e+01 0.231917073 1.030235e+01 1.062120e+01
y_rep[760] 1.044120e+01 0.201316053 1.008589e+01 1.034595e+01
y_rep[761] 1.057077e+01 0.208100872 1.017556e+01 1.047848e+01
y_rep[762] 1.099541e+01 0.205764320 1.058324e+01 1.089223e+01
y_rep[763] 1.050720e+01 0.220388322 1.012259e+01 1.041234e+01
y_rep[764] 1.045276e+01 0.194932391 1.009981e+01 1.036363e+01
y_rep[765] 1.020111e+01 0.217355735 9.772466e+00 1.010944e+01
y_rep[766] 1.032488e+01 0.261846944 9.856030e+00 1.023322e+01
y_rep[767] 1.011620e+01 0.207338769 9.720532e+00 1.003015e+01
y_rep[768] 1.030061e+01 0.198774788 9.933563e+00 1.021305e+01
y_rep[769] 1.028009e+01 0.220256454 9.877714e+00 1.018378e+01
y_rep[770] 1.010239e+01 0.260863346 9.740803e+00 1.000111e+01
y_rep[771] 1.025017e+01 0.201580101 9.857511e+00 1.016034e+01
y_rep[772] 1.021274e+01 0.192856942 9.827774e+00 1.012279e+01
y_rep[773] 1.020087e+01 0.284613999 9.811599e+00 1.011870e+01
y_rep[774] 1.080584e+01 0.203198840 1.039748e+01 1.071505e+01
y_rep[775] 1.061163e+01 0.237101600 1.018726e+01 1.052526e+01
y_rep[776] 1.029632e+01 0.216041176 9.861272e+00 1.020516e+01
y_rep[777] 1.017664e+01 0.237093524 9.779528e+00 1.008002e+01
y_rep[778] 9.875179e+00 0.238347780 9.496804e+00 9.784714e+00
y_rep[779] 1.039021e+01 0.213175597 9.990127e+00 1.030212e+01
y_rep[780] 1.028488e+01 0.227927638 9.883303e+00 1.020026e+01
y_rep[781] 1.000453e+01 0.223954947 9.629122e+00 9.916786e+00
y_rep[782] 1.013177e+01 0.224293118 9.699830e+00 1.004082e+01
y_rep[783] 9.922302e+00 0.217859522 9.558499e+00 9.834080e+00
y_rep[784] 9.902689e+00 0.201599326 9.516538e+00 9.816200e+00
y_rep[785] 9.652711e+00 0.282940232 9.272014e+00 9.560899e+00
y_rep[786] 9.619236e+00 0.210819814 9.192830e+00 9.528305e+00
y_rep[787] 9.559357e+00 0.206276141 9.179962e+00 9.466957e+00
y_rep[788] 1.000486e+01 0.239791372 9.588236e+00 9.914507e+00
y_rep[789] 1.048508e+01 0.215006816 1.009627e+01 1.039128e+01
y_rep[790] 1.030406e+01 0.210194846 9.888460e+00 1.021105e+01
y_rep[791] 1.003941e+01 0.265919589 9.642194e+00 9.950344e+00
y_rep[792] 1.010149e+01 0.265359280 9.691176e+00 1.000609e+01
y_rep[793] 1.001486e+01 0.221055841 9.569868e+00 9.926384e+00
y_rep[794] 1.059531e+01 0.220351489 1.022284e+01 1.049999e+01
y_rep[795] 1.046550e+01 0.240371386 1.006386e+01 1.037262e+01
y_rep[796] 1.017188e+01 0.218226385 9.781660e+00 1.008243e+01
y_rep[797] 1.004481e+01 0.208995820 9.649293e+00 9.951735e+00
y_rep[798] 1.034177e+01 0.223928125 9.944389e+00 1.023743e+01
y_rep[799] 1.045185e+01 0.204187335 1.006270e+01 1.035529e+01
y_rep[800] 1.033778e+01 0.259866347 9.926606e+00 1.024873e+01
y_rep[801] 1.036172e+01 0.204666520 9.993604e+00 1.027822e+01
y_rep[802] 9.884139e+00 0.214752705 9.518927e+00 9.801529e+00
y_rep[803] 9.940807e+00 0.211685679 9.545314e+00 9.851078e+00
y_rep[804] 1.036694e+01 0.215460841 9.978622e+00 1.027217e+01
y_rep[805] 1.021145e+01 0.211996124 9.827775e+00 1.012093e+01
y_rep[806] 1.026221e+01 0.211285029 9.906995e+00 1.016086e+01
y_rep[807] 1.033374e+01 0.227518704 9.962384e+00 1.023026e+01
y_rep[808] 1.026633e+01 0.235457064 9.872022e+00 1.016810e+01
y_rep[809] 1.022103e+01 0.199805820 9.876032e+00 1.012601e+01
y_rep[810] 1.058514e+01 0.212719191 1.017366e+01 1.050155e+01
y_rep[811] 1.001829e+01 0.191313916 9.640515e+00 9.927366e+00
y_rep[812] 9.551349e+00 0.306057543 9.078227e+00 9.458227e+00
y_rep[813] 9.817214e+00 0.219602189 9.427676e+00 9.728391e+00
y_rep[814] 1.015331e+01 0.200098387 9.775350e+00 1.005901e+01
y_rep[815] 9.856739e+00 0.228444260 9.436175e+00 9.772839e+00
y_rep[816] 1.011813e+01 0.204556163 9.709990e+00 1.002280e+01
y_rep[817] 9.660369e+00 0.221975609 9.261863e+00 9.575558e+00
y_rep[818] 9.598297e+00 0.213291715 9.151335e+00 9.510402e+00
y_rep[819] 9.642585e+00 0.183261783 9.310391e+00 9.548128e+00
y_rep[820] 9.461361e+00 0.230946318 9.025613e+00 9.371192e+00
y_rep[821] 9.420429e+00 0.199640953 9.028087e+00 9.330163e+00
y_rep[822] 9.671427e+00 0.200607571 9.301877e+00 9.583944e+00
y_rep[823] 9.616099e+00 0.227291940 9.208494e+00 9.523108e+00
y_rep[824] 9.468399e+00 0.208862171 9.068239e+00 9.378166e+00
y_rep[825] 9.256073e+00 0.241171673 8.819705e+00 9.167097e+00
y_rep[826] 9.727790e+00 0.201971728 9.350010e+00 9.638710e+00
y_rep[827] 9.772593e+00 0.199452276 9.375335e+00 9.682178e+00
y_rep[828] 9.508858e+00 0.272720091 9.075810e+00 9.421100e+00
y_rep[829] 9.493522e+00 0.200274172 9.127205e+00 9.402074e+00
y_rep[830] 9.662782e+00 0.229259665 9.254983e+00 9.576639e+00
y_rep[831] 9.644763e+00 0.219907805 9.261781e+00 9.560631e+00
y_rep[832] 9.894043e+00 0.220321751 9.509106e+00 9.803665e+00
y_rep[833] 9.845816e+00 0.195823873 9.425386e+00 9.762254e+00
y_rep[834] 9.997876e+00 0.220763101 9.562631e+00 9.907920e+00
y_rep[835] 1.009946e+01 0.221044700 9.707416e+00 1.000163e+01
y_rep[836] 1.012310e+01 0.226279428 9.743757e+00 1.002352e+01
y_rep[837] 1.017430e+01 0.259228908 9.778037e+00 1.008528e+01
y_rep[838] 1.005151e+01 0.189452754 9.678871e+00 9.965978e+00
y_rep[839] 9.844183e+00 0.211119966 9.481240e+00 9.749126e+00
y_rep[840] 9.831443e+00 0.225327449 9.442876e+00 9.743468e+00
y_rep[841] 1.010890e+01 0.240638406 9.717833e+00 1.002042e+01
y_rep[842] 1.155155e+01 0.204131957 1.116960e+01 1.145643e+01
y_rep[843] 1.120395e+01 0.423832701 1.083920e+01 1.112388e+01
y_rep[844] 1.143332e+01 0.209422458 1.106726e+01 1.133551e+01
y_rep[845] 1.134350e+01 0.307286414 1.096096e+01 1.125506e+01
y_rep[846] 1.156564e+01 0.202533219 1.120870e+01 1.147067e+01
y_rep[847] 1.193785e+01 0.249495552 1.155345e+01 1.185056e+01
y_rep[848] 1.194441e+01 0.282202638 1.154540e+01 1.184486e+01
y_rep[849] 1.174226e+01 0.194477715 1.137361e+01 1.164795e+01
y_rep[850] 1.190823e+01 0.212144737 1.149067e+01 1.181546e+01
y_rep[851] 1.199267e+01 0.227258459 1.159922e+01 1.189882e+01
y_rep[852] 1.212458e+01 0.263562662 1.169782e+01 1.203495e+01
y_rep[853] 1.200031e+01 0.213482325 1.159680e+01 1.190912e+01
y_rep[854] 1.209916e+01 0.210389820 1.169286e+01 1.200877e+01
y_rep[855] 1.200041e+01 0.201780377 1.159812e+01 1.191807e+01
y_rep[856] 1.203982e+01 0.200866903 1.163812e+01 1.195201e+01
y_rep[857] 1.204275e+01 0.216830188 1.164866e+01 1.194865e+01
y_rep[858] 1.250981e+01 0.203258489 1.210259e+01 1.242625e+01
y_rep[859] 1.198935e+01 0.249879303 1.162344e+01 1.190725e+01
y_rep[860] 1.204889e+01 0.240195464 1.169886e+01 1.195759e+01
y_rep[861] 1.200690e+01 0.203257020 1.161269e+01 1.192404e+01
y_rep[862] 1.226246e+01 0.262791956 1.183834e+01 1.217568e+01
y_rep[863] 1.228981e+01 0.202258222 1.189651e+01 1.219694e+01
y_rep[864] 1.219240e+01 0.233254681 1.178802e+01 1.210105e+01
y_rep[865] 1.159792e+01 0.204274735 1.122716e+01 1.150289e+01
y_rep[866] 1.189411e+01 0.207977955 1.151739e+01 1.180235e+01
y_rep[867] 1.216803e+01 0.305611813 1.174136e+01 1.207072e+01
y_rep[868] 1.210059e+01 0.236289059 1.172884e+01 1.200441e+01
y_rep[869] 1.174606e+01 0.205992843 1.135538e+01 1.165510e+01
y_rep[870] 1.180822e+01 0.237388652 1.137697e+01 1.171809e+01
y_rep[871] 1.258352e+01 0.209858882 1.218272e+01 1.249834e+01
y_rep[872] 1.260561e+01 0.208649293 1.219823e+01 1.251564e+01
y_rep[873] 1.257873e+01 0.215370060 1.219984e+01 1.248339e+01
y_rep[874] 1.272187e+01 0.218455020 1.238293e+01 1.264084e+01
y_rep[875] 1.248838e+01 0.203095617 1.209978e+01 1.240003e+01
y_rep[876] 1.245573e+01 0.192470126 1.207483e+01 1.236273e+01
y_rep[877] 1.234111e+01 0.217015740 1.195532e+01 1.224950e+01
y_rep[878] 1.238798e+01 0.218893615 1.197911e+01 1.229892e+01
y_rep[879] 1.235786e+01 0.311082913 1.196608e+01 1.226937e+01
y_rep[880] 1.215806e+01 0.279690773 1.176416e+01 1.207156e+01
y_rep[881] 1.187244e+01 0.291474829 1.150472e+01 1.178726e+01
y_rep[882] 1.199849e+01 0.198440296 1.164962e+01 1.191547e+01
y_rep[883] 1.183556e+01 0.230386639 1.142572e+01 1.174923e+01
y_rep[884] 1.187134e+01 0.206176226 1.146863e+01 1.177493e+01
y_rep[885] 1.181435e+01 0.224419257 1.138305e+01 1.172380e+01
y_rep[886] 1.190990e+01 0.272647875 1.148675e+01 1.181580e+01
y_rep[887] 1.175852e+01 0.204350120 1.135357e+01 1.166572e+01
y_rep[888] 1.201937e+01 0.209610119 1.161784e+01 1.192717e+01
y_rep[889] 1.172893e+01 0.221154501 1.134971e+01 1.163441e+01
y_rep[890] 1.144437e+01 0.230680875 1.104421e+01 1.135427e+01
y_rep[891] 1.150662e+01 0.256218792 1.109218e+01 1.140766e+01
y_rep[892] 1.127916e+01 0.214162884 1.087529e+01 1.119285e+01
y_rep[893] 1.101444e+01 0.271792338 1.062907e+01 1.091920e+01
y_rep[894] 1.041443e+01 0.216601126 1.008483e+01 1.032245e+01
y_rep[895] 1.009275e+01 0.286674877 9.705879e+00 1.001313e+01
y_rep[896] 9.913455e+00 0.397870526 9.507509e+00 9.806453e+00
y_rep[897] 9.930302e+00 0.208676620 9.523919e+00 9.837933e+00
y_rep[898] 9.641060e+00 0.214366064 9.254140e+00 9.547490e+00
y_rep[899] 9.783497e+00 0.210409780 9.385099e+00 9.694618e+00
y_rep[900] 9.742934e+00 0.182739428 9.386617e+00 9.650593e+00
y_rep[901] 9.650779e+00 0.198036155 9.285109e+00 9.560735e+00
y_rep[902] 9.724287e+00 0.200487641 9.342681e+00 9.631762e+00
y_rep[903] 9.852260e+00 0.245362922 9.469749e+00 9.767208e+00
y_rep[904] 9.839959e+00 0.205509529 9.461551e+00 9.750090e+00
y_rep[905] 9.711357e+00 0.208283768 9.319900e+00 9.619544e+00
y_rep[906] 9.985160e+00 0.311526385 9.589376e+00 9.891172e+00
y_rep[907] 9.615268e+00 0.195142534 9.275208e+00 9.530446e+00
y_rep[908] 9.579299e+00 0.215548190 9.190871e+00 9.485856e+00
y_rep[909] 9.335436e+00 0.279389469 8.898641e+00 9.238692e+00
y_rep[910] 9.352107e+00 0.250708708 8.965193e+00 9.258701e+00
y_rep[911] 9.328829e+00 0.198830554 8.965186e+00 9.229657e+00
y_rep[912] 9.773782e+00 0.202088462 9.388089e+00 9.677332e+00
y_rep[913] 9.538632e+00 0.211316878 9.117156e+00 9.447319e+00
y_rep[914] 9.262707e+00 0.246776594 8.823907e+00 9.170349e+00
y_rep[915] 9.702436e+00 0.208030329 9.321810e+00 9.609005e+00
y_rep[916] 9.564243e+00 0.213367501 9.223452e+00 9.467330e+00
y_rep[917] 9.495463e+00 0.194107266 9.127348e+00 9.400655e+00
y_rep[918] 9.370563e+00 0.230216438 8.975169e+00 9.284501e+00
y_rep[919] 9.377053e+00 0.217430452 8.965402e+00 9.290463e+00
y_rep[920] 9.034333e+00 0.223251863 8.621995e+00 8.943277e+00
y_rep[921] 9.187006e+00 0.224400177 8.791290e+00 9.097086e+00
y_rep[922] 8.986445e+00 0.209128189 8.614672e+00 8.896689e+00
y_rep[923] 9.016614e+00 0.204949920 8.648201e+00 8.928099e+00
y_rep[924] 9.289064e+00 0.204113084 8.920630e+00 9.197068e+00
y_rep[925] 9.275079e+00 0.220118620 8.896084e+00 9.184822e+00
y_rep[926] 9.215593e+00 0.268151056 8.757755e+00 9.134433e+00
y_rep[927] 9.273398e+00 0.210793500 8.888656e+00 9.184174e+00
y_rep[928] 9.541294e+00 0.571767299 9.187149e+00 9.472047e+00
y_rep[929] 9.285317e+00 0.232952845 8.868885e+00 9.197637e+00
y_rep[930] 9.851548e+00 0.201072295 9.448545e+00 9.760269e+00
y_rep[931] 9.905331e+00 0.223195437 9.520362e+00 9.805948e+00
y_rep[932] 9.760015e+00 0.203756848 9.363185e+00 9.666694e+00
y_rep[933] 9.564794e+00 0.195683996 9.150469e+00 9.479244e+00
y_rep[934] 9.431357e+00 0.340229744 9.044465e+00 9.325175e+00
y_rep[935] 9.407385e+00 0.246680775 8.984861e+00 9.318787e+00
y_rep[936] 9.734469e+00 0.210607372 9.330360e+00 9.642362e+00
y_rep[937] 9.892839e+00 0.207358701 9.480641e+00 9.800351e+00
y_rep[938] 9.550128e+00 0.215890795 9.129407e+00 9.456984e+00
y_rep[939] 9.528279e+00 0.511750944 9.149608e+00 9.456583e+00
y_rep[940] 9.395848e+00 0.214469190 9.006431e+00 9.299676e+00
y_rep[941] 9.372868e+00 0.241760003 9.001121e+00 9.286002e+00
y_rep[942] 9.351172e+00 0.280394401 8.974856e+00 9.255730e+00
y_rep[943] 9.537923e+00 0.199291745 9.199336e+00 9.447712e+00
y_rep[944] 9.193037e+00 0.218258628 8.799541e+00 9.098188e+00
y_rep[945] 9.196219e+00 0.203010208 8.827974e+00 9.106660e+00
y_rep[946] 9.214326e+00 0.191952321 8.851962e+00 9.122084e+00
y_rep[947] 8.821309e+00 0.233415253 8.431513e+00 8.732961e+00
y_rep[948] 8.778076e+00 0.206598219 8.388659e+00 8.683237e+00
y_rep[949] 8.458963e+00 0.242607115 8.073909e+00 8.365638e+00
y_rep[950] 8.256444e+00 0.367682943 7.854377e+00 8.170318e+00
y_rep[951] 8.141126e+00 0.208736569 7.774628e+00 8.054048e+00
y_rep[952] 8.477851e+00 0.220676362 8.091431e+00 8.392639e+00
y_rep[953] 8.175335e+00 0.204961100 7.778706e+00 8.081114e+00
y_rep[954] 8.442433e+00 0.194888586 8.078207e+00 8.352390e+00
y_rep[955] 8.492742e+00 0.223052901 8.067957e+00 8.391861e+00
y_rep[956] 8.439388e+00 0.216197603 8.060211e+00 8.349374e+00
y_rep[957] 8.378829e+00 0.238315928 7.916071e+00 8.292005e+00
y_rep[958] 8.377890e+00 0.322385647 8.009062e+00 8.279129e+00
y_rep[959] 8.224653e+00 0.236134646 7.841647e+00 8.116153e+00
y_rep[960] 8.561814e+00 0.201228902 8.165472e+00 8.470604e+00
y_rep[961] 8.999015e+00 0.189738892 8.643793e+00 8.914778e+00
y_rep[962] 8.689442e+00 0.210301319 8.299699e+00 8.599844e+00
y_rep[963] 8.733937e+00 0.208987260 8.330362e+00 8.643757e+00
y_rep[964] 8.622265e+00 0.216255231 8.219468e+00 8.527409e+00
y_rep[965] 9.133043e+00 0.246722321 8.729056e+00 9.051012e+00
y_rep[966] 9.180201e+00 0.224891223 8.782431e+00 9.091458e+00
y_rep[967] 9.307471e+00 0.209667894 8.868936e+00 9.216890e+00
y_rep[968] 9.296210e+00 0.217276592 8.888157e+00 9.205735e+00
y_rep[969] 9.364739e+00 0.210030651 8.987298e+00 9.269043e+00
y_rep[970] 9.522049e+00 0.338647177 9.146103e+00 9.427859e+00
y_rep[971] 9.983619e+00 0.242784622 9.575114e+00 9.886789e+00
y_rep[972] 1.004897e+01 0.249231427 9.706329e+00 9.958420e+00
y_rep[973] 1.038811e+01 0.226962142 9.983606e+00 1.029777e+01
y_rep[974] 1.045363e+01 0.216613039 9.998197e+00 1.036220e+01
y_rep[975] 1.051232e+01 0.198247560 1.012134e+01 1.042423e+01
y_rep[976] 1.046103e+01 0.197757933 1.007205e+01 1.036812e+01
y_rep[977] 1.043375e+01 0.198608226 1.005394e+01 1.034028e+01
y_rep[978] 1.039741e+01 0.204383991 1.001995e+01 1.030581e+01
y_rep[979] 1.104244e+01 0.222064447 1.067446e+01 1.095742e+01
y_rep[980] 1.104177e+01 0.209151202 1.064976e+01 1.094314e+01
y_rep[981] 1.107425e+01 0.205673245 1.065826e+01 1.099376e+01
y_rep[982] 1.136914e+01 0.227627380 1.093639e+01 1.128432e+01
y_rep[983] 1.153976e+01 0.233181293 1.115363e+01 1.144851e+01
y_rep[984] 1.150906e+01 0.221575364 1.110115e+01 1.141292e+01
y_rep[985] 1.175949e+01 0.227197490 1.138868e+01 1.167041e+01
y_rep[986] 1.169742e+01 0.202593780 1.125969e+01 1.161329e+01
y_rep[987] 1.166330e+01 0.214400827 1.127509e+01 1.156874e+01
y_rep[988] 1.163153e+01 0.227857167 1.126696e+01 1.154857e+01
y_rep[989] 1.216735e+01 0.222375316 1.175362e+01 1.207886e+01
y_rep[990] 1.280048e+01 0.196340361 1.239048e+01 1.271142e+01
y_rep[991] 1.283913e+01 0.228359398 1.244298e+01 1.274797e+01
y_rep[992] 1.272175e+01 0.264508111 1.234628e+01 1.263376e+01
y_rep[993] 1.260737e+01 0.263952152 1.220219e+01 1.252440e+01
y_rep[994] 1.265218e+01 0.202323786 1.226891e+01 1.256335e+01
y_rep[995] 1.259780e+01 0.269943603 1.218092e+01 1.250555e+01
y_rep[996] 1.235671e+01 0.195488412 1.199823e+01 1.227289e+01
y_rep[997] 1.242053e+01 0.203848249 1.201377e+01 1.233089e+01
y_rep[998] 1.214502e+01 0.208698315 1.175621e+01 1.205309e+01
y_rep[999] 1.210489e+01 0.241188134 1.170646e+01 1.200874e+01
y_rep[1000] 1.227418e+01 0.219632574 1.191213e+01 1.218937e+01
y_rep[1001] 1.225542e+01 0.196098439 1.186475e+01 1.216344e+01
y_rep[1002] 1.182359e+01 0.357089661 1.142925e+01 1.174194e+01
y_rep[1003] 1.224588e+01 0.216112577 1.184835e+01 1.214937e+01
y_rep[1004] 1.201073e+01 0.233492724 1.160993e+01 1.192713e+01
y_rep[1005] 1.173290e+01 0.222852437 1.133915e+01 1.163777e+01
y_rep[1006] 1.170757e+01 0.387242009 1.130743e+01 1.162556e+01
y_rep[1007] 1.191310e+01 0.213550152 1.155714e+01 1.183155e+01
y_rep[1008] 1.161365e+01 0.208069725 1.124242e+01 1.152655e+01
y_rep[1009] 1.155742e+01 0.230457073 1.115581e+01 1.147092e+01
y_rep[1010] 1.147173e+01 0.207434014 1.109660e+01 1.137835e+01
y_rep[1011] 1.128268e+01 0.225132628 1.085106e+01 1.119254e+01
y_rep[1012] 1.055564e+01 0.195343320 1.019876e+01 1.045843e+01
y_rep[1013] 1.038185e+01 0.214957951 9.980476e+00 1.029788e+01
y_rep[1014] 1.042834e+01 0.202500212 1.005880e+01 1.034398e+01
y_rep[1015] 1.034944e+01 0.193519966 1.000525e+01 1.025701e+01
y_rep[1016] 1.025193e+01 0.194292108 9.870345e+00 1.016973e+01
y_rep[1017] 1.019551e+01 0.211397238 9.751356e+00 1.010471e+01
y_rep[1018] 1.027522e+01 0.189747191 9.909382e+00 1.018301e+01
y_rep[1019] 1.053953e+01 0.195352256 1.013293e+01 1.044737e+01
y_rep[1020] 1.078110e+01 0.188664013 1.040813e+01 1.069803e+01
y_rep[1021] 1.109266e+01 0.215655749 1.070797e+01 1.100488e+01
y_rep[1022] 1.108052e+01 0.208324047 1.067782e+01 1.098968e+01
y_rep[1023] 1.072610e+01 0.208142291 1.034449e+01 1.063664e+01
y_rep[1024] 1.079708e+01 0.186388339 1.045609e+01 1.070243e+01
y_rep[1025] 1.131254e+01 0.206909807 1.095903e+01 1.121478e+01
y_rep[1026] 1.069691e+01 0.232437167 1.026153e+01 1.060977e+01
y_rep[1027] 1.070719e+01 0.193597774 1.030484e+01 1.061503e+01
y_rep[1028] 1.051770e+01 0.228873328 1.007460e+01 1.042962e+01
y_rep[1029] 1.067508e+01 0.302560870 1.028525e+01 1.057185e+01
y_rep[1030] 1.057597e+01 0.220449096 1.014129e+01 1.048243e+01
y_rep[1031] 1.047754e+01 0.213982149 1.010240e+01 1.038694e+01
y_rep[1032] 1.057861e+01 0.192659157 1.022991e+01 1.048754e+01
y_rep[1033] 1.070276e+01 0.196102849 1.032915e+01 1.061405e+01
y_rep[1034] 1.076958e+01 0.291988923 1.037163e+01 1.067336e+01
y_rep[1035] 1.072060e+01 0.205824837 1.033982e+01 1.063178e+01
y_rep[1036] 1.064885e+01 0.274463703 1.022647e+01 1.055577e+01
y_rep[1037] 1.085638e+01 0.223350173 1.044371e+01 1.076368e+01
y_rep[1038] 1.129401e+01 0.202537045 1.089988e+01 1.119296e+01
y_rep[1039] 1.146475e+01 0.202931185 1.106594e+01 1.138127e+01
y_rep[1040] 1.146335e+01 0.270587136 1.107699e+01 1.136557e+01
y_rep[1041] 1.131882e+01 0.210561505 1.089309e+01 1.123182e+01
y_rep[1042] 1.091771e+01 0.202680185 1.052854e+01 1.082548e+01
y_rep[1043] 1.088452e+01 0.202372538 1.051859e+01 1.079678e+01
y_rep[1044] 1.073646e+01 0.278254666 1.024493e+01 1.065157e+01
y_rep[1045] 1.096982e+01 0.204701440 1.056176e+01 1.089093e+01
y_rep[1046] 1.081020e+01 0.241150931 1.042952e+01 1.072171e+01
y_rep[1047] 1.069523e+01 0.212217839 1.029424e+01 1.059849e+01
y_rep[1048] 1.067141e+01 0.265062485 1.025458e+01 1.057908e+01
y_rep[1049] 1.059276e+01 0.223221495 1.017987e+01 1.050655e+01
y_rep[1050] 1.058082e+01 0.238117713 1.013669e+01 1.049080e+01
y_rep[1051] 1.080202e+01 0.206650221 1.040008e+01 1.070845e+01
y_rep[1052] 1.057270e+01 0.211570547 1.021216e+01 1.048329e+01
y_rep[1053] 1.020726e+01 0.499147221 9.875186e+00 1.013003e+01
y_rep[1054] 1.016575e+01 0.207628257 9.814755e+00 1.008041e+01
y_rep[1055] 1.014033e+01 0.207034304 9.780361e+00 1.004040e+01
y_rep[1056] 9.872622e+00 0.191371482 9.501551e+00 9.783030e+00
y_rep[1057] 1.006882e+01 0.222552043 9.635980e+00 9.979967e+00
y_rep[1058] 1.004698e+01 0.228848115 9.651216e+00 9.958870e+00
y_rep[1059] 9.735798e+00 0.312264416 9.359755e+00 9.638082e+00
y_rep[1060] 9.407550e+00 0.237626461 9.023146e+00 9.315625e+00
y_rep[1061] 8.769694e+00 0.206849059 8.380547e+00 8.682251e+00
y_rep[1062] 8.610661e+00 0.217492051 8.220317e+00 8.524470e+00
y_rep[1063] 8.888409e+00 0.191438397 8.509693e+00 8.799657e+00
y_rep[1064] 9.217914e+00 0.244610950 8.807693e+00 9.125021e+00
y_rep[1065] 9.183505e+00 0.216490089 8.761696e+00 9.090577e+00
y_rep[1066] 8.729296e+00 0.248103870 8.333852e+00 8.645849e+00
y_rep[1067] 8.709983e+00 0.212355752 8.320550e+00 8.617548e+00
y_rep[1068] 9.449934e+00 0.200439225 9.088553e+00 9.361196e+00
y_rep[1069] 9.440042e+00 0.225568853 9.026988e+00 9.354145e+00
y_rep[1070] 9.532535e+00 0.203334071 9.144231e+00 9.446260e+00
y_rep[1071] 9.405273e+00 0.207922864 8.998393e+00 9.322836e+00
y_rep[1072] 8.968092e+00 0.214508432 8.557378e+00 8.881505e+00
y_rep[1073] 8.774819e+00 0.201606366 8.368234e+00 8.691056e+00
y_rep[1074] 8.965184e+00 0.248385684 8.580553e+00 8.880806e+00
y_rep[1075] 9.090683e+00 0.205654900 8.722745e+00 9.002613e+00
y_rep[1076] 9.475129e+00 0.228557478 9.131095e+00 9.374871e+00
y_rep[1077] 9.329588e+00 0.196007151 8.942242e+00 9.240189e+00
y_rep[1078] 9.058068e+00 0.206551771 8.682700e+00 8.967657e+00
y_rep[1079] 8.980688e+00 0.204041367 8.596164e+00 8.892587e+00
y_rep[1080] 8.648766e+00 0.252299497 8.255050e+00 8.546404e+00
y_rep[1081] 8.883761e+00 0.234026517 8.461054e+00 8.783137e+00
y_rep[1082] 8.861835e+00 0.228867285 8.471240e+00 8.771283e+00
y_rep[1083] 9.103220e+00 0.223464891 8.685170e+00 9.012021e+00
y_rep[1084] 9.106326e+00 0.224353916 8.710025e+00 9.014102e+00
y_rep[1085] 8.921191e+00 0.221153936 8.458213e+00 8.837444e+00
y_rep[1086] 8.852555e+00 0.218742598 8.426906e+00 8.759767e+00
y_rep[1087] 8.678410e+00 0.197945361 8.291703e+00 8.590185e+00
y_rep[1088] 8.566071e+00 0.215065989 8.189245e+00 8.469759e+00
y_rep[1089] 8.682074e+00 0.281305321 8.252405e+00 8.582440e+00
y_rep[1090] 8.469914e+00 0.207927459 8.067010e+00 8.385738e+00
y_rep[1091] 8.060012e+00 0.210755676 7.689827e+00 7.967344e+00
y_rep[1092] 7.778486e+00 0.254467677 7.391253e+00 7.682079e+00
y_rep[1093] 7.853231e+00 0.220158637 7.476367e+00 7.766929e+00
y_rep[1094] 7.788160e+00 0.229345919 7.407363e+00 7.699230e+00
y_rep[1095] 8.856274e+00 0.202048145 8.473796e+00 8.764332e+00
y_rep[1096] 8.998980e+00 0.198809773 8.643745e+00 8.901829e+00
y_rep[1097] 9.034212e+00 0.253202759 8.631551e+00 8.941789e+00
y_rep[1098] 8.896544e+00 0.241231325 8.460855e+00 8.799992e+00
y_rep[1099] 8.891036e+00 0.217799278 8.487409e+00 8.794996e+00
y_rep[1100] 8.758743e+00 0.240437491 8.394602e+00 8.670480e+00
y_rep[1101] 8.813987e+00 0.226624888 8.419127e+00 8.721392e+00
y_rep[1102] 8.762736e+00 0.214591183 8.373045e+00 8.671684e+00
y_rep[1103] 8.559435e+00 0.212497231 8.185222e+00 8.466555e+00
y_rep[1104] 8.567256e+00 0.238758697 8.123356e+00 8.474599e+00
y_rep[1105] 8.589418e+00 0.208804422 8.219131e+00 8.495410e+00
y_rep[1106] 8.404336e+00 0.186872753 8.023371e+00 8.321217e+00
y_rep[1107] 8.561387e+00 0.189919049 8.177842e+00 8.473226e+00
y_rep[1108] 8.394115e+00 0.232464268 8.000235e+00 8.301913e+00
y_rep[1109] 8.627255e+00 0.230201400 8.246361e+00 8.543212e+00
y_rep[1110] 9.009577e+00 0.241604623 8.620819e+00 8.913279e+00
y_rep[1111] 8.996094e+00 0.231271465 8.639023e+00 8.899943e+00
y_rep[1112] 8.761932e+00 0.210862942 8.292803e+00 8.676633e+00
y_rep[1113] 8.917761e+00 0.205750268 8.546488e+00 8.821322e+00
y_rep[1114] 8.816193e+00 0.206023089 8.414400e+00 8.726642e+00
y_rep[1115] 8.693822e+00 0.203108773 8.306108e+00 8.611389e+00
y_rep[1116] 8.903685e+00 0.213846806 8.504190e+00 8.819340e+00
y_rep[1117] 9.359628e+00 0.240766707 8.936866e+00 9.272550e+00
y_rep[1118] 8.564170e+00 0.235340400 8.195292e+00 8.468099e+00
y_rep[1119] 8.648020e+00 0.209390831 8.255782e+00 8.553546e+00
y_rep[1120] 8.436249e+00 0.260602814 8.079089e+00 8.340984e+00
y_rep[1121] 8.287140e+00 0.232819516 7.876143e+00 8.197258e+00
y_rep[1122] 8.677909e+00 0.190761244 8.281936e+00 8.590318e+00
y_rep[1123] 8.654504e+00 0.255165351 8.243812e+00 8.559670e+00
y_rep[1124] 8.536851e+00 0.201299979 8.145635e+00 8.445319e+00
y_rep[1125] 9.310852e+00 0.185479252 8.906374e+00 9.227954e+00
y_rep[1126] 9.281012e+00 0.214555543 8.862795e+00 9.190538e+00
y_rep[1127] 9.399808e+00 0.216147775 8.958254e+00 9.305946e+00
y_rep[1128] 9.348707e+00 0.231907109 8.946435e+00 9.267176e+00
y_rep[1129] 9.471782e+00 0.203302282 9.110992e+00 9.372350e+00
y_rep[1130] 9.492764e+00 0.201321277 9.108310e+00 9.404204e+00
y_rep[1131] 9.578598e+00 0.377804705 9.212976e+00 9.488873e+00
y_rep[1132] 9.414187e+00 0.218966106 9.012026e+00 9.313075e+00
y_rep[1133] 9.038488e+00 0.230154584 8.621017e+00 8.959684e+00
y_rep[1134] 9.106566e+00 0.445501300 8.689207e+00 9.002460e+00
y_rep[1135] 9.451293e+00 0.228173856 9.076151e+00 9.348319e+00
y_rep[1136] 9.481299e+00 0.255911654 9.088423e+00 9.397273e+00
y_rep[1137] 9.587054e+00 0.215746778 9.217808e+00 9.500523e+00
y_rep[1138] 9.540098e+00 0.209662254 9.123373e+00 9.447173e+00
y_rep[1139] 9.506328e+00 0.214173400 9.140622e+00 9.415625e+00
y_rep[1140] 9.362799e+00 0.230089711 8.948456e+00 9.277526e+00
y_rep[1141] 9.300063e+00 0.225404421 8.871942e+00 9.204322e+00
y_rep[1142] 9.203713e+00 0.202140053 8.782796e+00 9.113662e+00
y_rep[1143] 9.243835e+00 0.199346247 8.824335e+00 9.154802e+00
y_rep[1144] 9.292858e+00 0.202723549 8.897726e+00 9.198204e+00
y_rep[1145] 9.970272e+00 0.200647997 9.636594e+00 9.877408e+00
y_rep[1146] 9.883551e+00 0.211597865 9.468531e+00 9.785624e+00
y_rep[1147] 1.040968e+01 0.211053247 9.999125e+00 1.032264e+01
y_rep[1148] 1.000836e+01 0.211379239 9.625312e+00 9.915831e+00
y_rep[1149] 1.063691e+01 0.207278217 1.019906e+01 1.054702e+01
y_rep[1150] 1.040851e+01 0.217321276 1.004866e+01 1.030656e+01
y_rep[1151] 1.037447e+01 0.237974759 9.919007e+00 1.028769e+01
y_rep[1152] 1.032665e+01 0.246878859 9.925000e+00 1.023179e+01
y_rep[1153] 1.021924e+01 0.206401800 9.796002e+00 1.012985e+01
y_rep[1154] 1.050708e+01 0.194076726 1.014518e+01 1.041791e+01
y_rep[1155] 1.199364e+01 0.227903100 1.163570e+01 1.190148e+01
y_rep[1156] 1.122786e+01 0.188778144 1.086743e+01 1.113067e+01
y_rep[1157] 1.105152e+01 0.215483138 1.071173e+01 1.096045e+01
y_rep[1158] 1.116161e+01 0.202577363 1.075960e+01 1.107438e+01
y_rep[1159] 1.104530e+01 0.217689755 1.067487e+01 1.095286e+01
y_rep[1160] 1.097999e+01 0.202996203 1.059844e+01 1.088576e+01
y_rep[1161] 1.112751e+01 0.213349999 1.074349e+01 1.103597e+01
y_rep[1162] 1.096435e+01 0.211250035 1.050840e+01 1.087862e+01
y_rep[1163] 1.091458e+01 0.223832546 1.051165e+01 1.082175e+01
y_rep[1164] 1.099909e+01 0.211258985 1.064267e+01 1.091016e+01
y_rep[1165] 1.104989e+01 0.238703028 1.063937e+01 1.095780e+01
y_rep[1166] 1.104573e+01 0.234368603 1.066129e+01 1.095083e+01
y_rep[1167] 1.120751e+01 0.202381202 1.082920e+01 1.111652e+01
y_rep[1168] 1.085425e+01 0.214132649 1.044814e+01 1.076672e+01
y_rep[1169] 1.066738e+01 0.236509161 1.028119e+01 1.058333e+01
y_rep[1170] 1.055930e+01 0.210201423 1.016314e+01 1.046916e+01
y_rep[1171] 1.037074e+01 0.207612275 1.001289e+01 1.027966e+01
y_rep[1172] 9.948189e+00 0.233219692 9.540934e+00 9.857875e+00
y_rep[1173] 1.026828e+01 0.191270936 9.891380e+00 1.017385e+01
y_rep[1174] 1.015262e+01 0.201564921 9.773407e+00 1.006144e+01
y_rep[1175] 1.012422e+01 0.260534501 9.778319e+00 1.004637e+01
y_rep[1176] 1.019596e+01 0.201226981 9.822687e+00 1.010424e+01
y_rep[1177] 9.992580e+00 0.286325578 9.605519e+00 9.903796e+00
y_rep[1178] 9.463766e+00 0.210244490 9.060072e+00 9.376429e+00
y_rep[1179] 9.622745e+00 0.220782051 9.250077e+00 9.531016e+00
y_rep[1180] 9.710519e+00 0.331225724 9.285273e+00 9.632142e+00
y_rep[1181] 9.637307e+00 0.196107657 9.270959e+00 9.541265e+00
y_rep[1182] 9.569835e+00 0.205351563 9.186042e+00 9.475831e+00
y_rep[1183] 9.490269e+00 0.203085703 9.098662e+00 9.403442e+00
y_rep[1184] 9.981670e+00 0.243660949 9.606979e+00 9.872965e+00
y_rep[1185] 1.005895e+01 0.208567119 9.686132e+00 9.968746e+00
y_rep[1186] 9.933423e+00 0.215982033 9.553318e+00 9.840136e+00
y_rep[1187] 9.714048e+00 0.201157119 9.332802e+00 9.620057e+00
y_rep[1188] 1.021219e+01 0.196137348 9.793700e+00 1.012272e+01
y_rep[1189] 1.028824e+01 0.222839060 9.896319e+00 1.019820e+01
y_rep[1190] 1.005970e+01 0.209456012 9.642994e+00 9.979309e+00
y_rep[1191] 1.018355e+01 0.238284314 9.749422e+00 1.010323e+01
y_rep[1192] 1.002954e+01 0.223388106 9.625709e+00 9.939136e+00
y_rep[1193] 1.030582e+01 0.229874547 9.905590e+00 1.021219e+01
y_rep[1194] 1.043793e+01 0.214680330 1.004028e+01 1.034605e+01
y_rep[1195] 1.021771e+01 0.205177079 9.857152e+00 1.012640e+01
y_rep[1196] 1.137572e+01 0.216183618 1.096691e+01 1.128373e+01
y_rep[1197] 1.151276e+01 0.203616607 1.112294e+01 1.142554e+01
y_rep[1198] 1.130553e+01 0.236953335 1.096445e+01 1.121744e+01
y_rep[1199] 1.139066e+01 0.221608624 1.099710e+01 1.130405e+01
y_rep[1200] 1.148530e+01 0.234504091 1.112762e+01 1.140142e+01
y_rep[1201] 1.128442e+01 0.238428788 1.086998e+01 1.119529e+01
y_rep[1202] 1.110397e+01 0.229250649 1.070352e+01 1.101378e+01
y_rep[1203] 1.121722e+01 0.174023917 1.083837e+01 1.112443e+01
y_rep[1204] 1.102209e+01 0.279599092 1.061482e+01 1.093280e+01
y_rep[1205] 1.100282e+01 0.203195402 1.059210e+01 1.091345e+01
y_rep[1206] 1.104816e+01 0.262876802 1.066680e+01 1.096540e+01
y_rep[1207] 1.090805e+01 0.197466876 1.054421e+01 1.081676e+01
y_rep[1208] 1.085065e+01 0.236099388 1.040678e+01 1.076355e+01
y_rep[1209] 1.100816e+01 0.205972223 1.059802e+01 1.091722e+01
y_rep[1210] 1.095487e+01 0.213690474 1.052662e+01 1.086042e+01
y_rep[1211] 1.054444e+01 0.203262006 1.015780e+01 1.045620e+01
y_rep[1212] 1.064390e+01 0.201041622 1.023652e+01 1.055205e+01
y_rep[1213] 1.059781e+01 0.195572466 1.023374e+01 1.050429e+01
y_rep[1214] 1.058383e+01 0.193684336 1.019896e+01 1.048911e+01
y_rep[1215] 1.108836e+01 0.220137709 1.071586e+01 1.099345e+01
y_rep[1216] 1.106460e+01 0.206788947 1.064655e+01 1.097825e+01
y_rep[1217] 1.073797e+01 0.220342011 1.032281e+01 1.064004e+01
y_rep[1218] 1.070238e+01 0.205188310 1.034211e+01 1.061147e+01
y_rep[1219] 9.830162e+00 0.204222576 9.425438e+00 9.744310e+00
y_rep[1220] 9.531300e+00 0.231874781 9.158546e+00 9.432249e+00
y_rep[1221] 1.001401e+01 0.208888316 9.634728e+00 9.925686e+00
y_rep[1222] 1.043125e+01 0.206841689 1.003244e+01 1.033469e+01
y_rep[1223] 9.818590e+00 0.201359825 9.429115e+00 9.728676e+00
y_rep[1224] 1.001970e+01 0.243271482 9.597929e+00 9.924437e+00
y_rep[1225] 9.846609e+00 0.192904676 9.457740e+00 9.751146e+00
y_rep[1226] 9.909339e+00 0.230488446 9.522925e+00 9.816611e+00
y_rep[1227] 1.024381e+01 0.228948808 9.829283e+00 1.014997e+01
y_rep[1228] 1.026410e+01 0.213926256 9.856928e+00 1.018037e+01
y_rep[1229] 1.005623e+01 0.201000056 9.614144e+00 9.967012e+00
y_rep[1230] 9.941435e+00 0.204848484 9.576449e+00 9.848614e+00
y_rep[1231] 9.743128e+00 0.185151533 9.380973e+00 9.651103e+00
y_rep[1232] 9.699792e+00 0.224560209 9.263770e+00 9.602448e+00
y_rep[1233] 9.561008e+00 0.206686294 9.165957e+00 9.471734e+00
y_rep[1234] 9.529536e+00 0.223661983 9.121908e+00 9.435893e+00
y_rep[1235] 9.441734e+00 0.225399124 9.054518e+00 9.350587e+00
y_rep[1236] 9.250960e+00 1.020314632 8.810834e+00 9.148237e+00
y_rep[1237] 9.351532e+00 0.217277778 8.967202e+00 9.264679e+00
y_rep[1238] 9.076859e+00 0.215633568 8.670351e+00 8.994625e+00
y_rep[1239] 9.306756e+00 0.245405405 8.917742e+00 9.216795e+00
y_rep[1240] 9.096864e+00 0.242005579 8.716191e+00 8.993787e+00
y_rep[1241] 9.056110e+00 0.250919261 8.634684e+00 8.969821e+00
y_rep[1242] 9.250177e+00 0.287995046 8.847682e+00 9.152910e+00
y_rep[1243] 9.274865e+00 0.243850979 8.887612e+00 9.184353e+00
y_rep[1244] 8.999884e+00 0.202131282 8.630932e+00 8.906822e+00
y_rep[1245] 8.862332e+00 0.216771025 8.467071e+00 8.773981e+00
y_rep[1246] 9.069468e+00 0.236580356 8.654570e+00 8.983506e+00
y_rep[1247] 8.969641e+00 0.213088491 8.584649e+00 8.884822e+00
y_rep[1248] 8.747062e+00 0.225320252 8.343105e+00 8.666658e+00
y_rep[1249] 8.686864e+00 0.215479534 8.291821e+00 8.594111e+00
y_rep[1250] 8.443195e+00 0.222926398 8.051771e+00 8.364366e+00
y_rep[1251] 8.290987e+00 0.204721934 7.929508e+00 8.195939e+00
y_rep[1252] 8.299442e+00 0.200576110 7.922387e+00 8.199808e+00
y_rep[1253] 8.227485e+00 0.193636159 7.868062e+00 8.135432e+00
y_rep[1254] 8.414390e+00 0.230850045 8.002797e+00 8.324016e+00
y_rep[1255] 8.253529e+00 0.222425296 7.865397e+00 8.157697e+00
y_rep[1256] 8.300584e+00 0.213724004 7.896405e+00 8.212039e+00
y_rep[1257] 9.392590e+00 0.225606269 8.958540e+00 9.298273e+00
y_rep[1258] 9.569267e+00 0.228922936 9.139734e+00 9.476471e+00
y_rep[1259] 9.362600e+00 0.250168477 9.010085e+00 9.278538e+00
y_rep[1260] 9.461072e+00 0.209889229 9.072543e+00 9.372277e+00
y_rep[1261] 9.213641e+00 0.205412862 8.808570e+00 9.123415e+00
y_rep[1262] 8.786098e+00 0.226245309 8.346165e+00 8.697058e+00
y_rep[1263] 9.052395e+00 0.231777088 8.615967e+00 8.959802e+00
y_rep[1264] 9.338414e+00 0.224185532 8.926885e+00 9.250910e+00
y_rep[1265] 9.034077e+00 0.252868763 8.631653e+00 8.951124e+00
y_rep[1266] 8.841084e+00 0.222708863 8.402265e+00 8.751662e+00
y_rep[1267] 8.942422e+00 0.200362415 8.528541e+00 8.856896e+00
y_rep[1268] 8.873239e+00 0.243220873 8.502784e+00 8.767311e+00
y_rep[1269] 8.857834e+00 0.210179750 8.470775e+00 8.768650e+00
y_rep[1270] 9.082023e+00 0.215950922 8.696713e+00 8.981227e+00
y_rep[1271] 9.124007e+00 0.229106486 8.719560e+00 9.031084e+00
y_rep[1272] 9.158013e+00 0.184735943 8.808124e+00 9.071806e+00
y_rep[1273] 9.257364e+00 0.214189148 8.845345e+00 9.167170e+00
y_rep[1274] 9.393493e+00 0.224865031 9.013491e+00 9.296809e+00
y_rep[1275] 9.345251e+00 0.201885999 8.954193e+00 9.255658e+00
y_rep[1276] 9.386617e+00 0.263705842 9.015194e+00 9.293018e+00
y_rep[1277] 9.266541e+00 0.211871270 8.908531e+00 9.167894e+00
y_rep[1278] 9.220363e+00 0.190138326 8.899341e+00 9.126946e+00
y_rep[1279] 9.101114e+00 0.242781143 8.696610e+00 9.010509e+00
y_rep[1280] 8.658710e+00 0.246478042 8.264876e+00 8.570716e+00
y_rep[1281] 8.540923e+00 0.217108900 8.132280e+00 8.435542e+00
y_rep[1282] 8.860399e+00 0.346108902 8.431224e+00 8.780587e+00
y_rep[1283] 8.591885e+00 0.226470339 8.169612e+00 8.492219e+00
y_rep[1284] 8.440982e+00 0.231761626 8.003885e+00 8.349329e+00
y_rep[1285] 8.589392e+00 0.188950424 8.198861e+00 8.500905e+00
y_rep[1286] 8.221500e+00 0.250431416 7.817458e+00 8.124566e+00
y_rep[1287] 8.018801e+00 0.343613239 7.647493e+00 7.924164e+00
y_rep[1288] 9.176300e+00 0.217539052 8.766235e+00 9.088426e+00
y_rep[1289] 8.974911e+00 0.413928691 8.623829e+00 8.876234e+00
y_rep[1290] 8.919761e+00 0.208180218 8.476366e+00 8.827593e+00
y_rep[1291] 8.985420e+00 0.208895691 8.596600e+00 8.892448e+00
y_rep[1292] 8.833549e+00 0.253061337 8.447868e+00 8.741550e+00
y_rep[1293] 8.509877e+00 0.211825595 8.132938e+00 8.419461e+00
y_rep[1294] 8.450795e+00 0.216660848 8.095229e+00 8.357740e+00
y_rep[1295] 8.342638e+00 0.200653213 7.953792e+00 8.252210e+00
y_rep[1296] 8.170443e+00 0.222548819 7.796779e+00 8.084919e+00
y_rep[1297] 8.099840e+00 0.214549915 7.724412e+00 8.005082e+00
y_rep[1298] 8.097302e+00 0.202587097 7.724821e+00 8.003201e+00
y_rep[1299] 7.785801e+00 0.221018786 7.355228e+00 7.703207e+00
y_rep[1300] 7.990133e+00 0.204439961 7.633114e+00 7.904919e+00
y_rep[1301] 7.701668e+00 0.193225328 7.322579e+00 7.612356e+00
y_rep[1302] 7.883584e+00 0.206245624 7.496481e+00 7.796623e+00
y_rep[1303] 7.896402e+00 0.226918004 7.497898e+00 7.804503e+00
y_rep[1304] 7.936729e+00 0.260961150 7.526385e+00 7.839065e+00
y_rep[1305] 7.937510e+00 0.202674029 7.539523e+00 7.848796e+00
y_rep[1306] 8.266094e+00 0.243285726 7.865163e+00 8.171337e+00
y_rep[1307] 8.066801e+00 0.211620060 7.686640e+00 7.985073e+00
y_rep[1308] 8.003538e+00 0.242033825 7.585242e+00 7.910547e+00
y_rep[1309] 8.040836e+00 0.276037989 7.622122e+00 7.952383e+00
y_rep[1310] 8.313547e+00 0.245905280 7.888761e+00 8.220023e+00
y_rep[1311] 7.809690e+00 0.204987620 7.406427e+00 7.711163e+00
y_rep[1312] 8.396540e+00 0.197022444 8.013988e+00 8.303118e+00
y_rep[1313] 8.276671e+00 0.236976802 7.862264e+00 8.190636e+00
y_rep[1314] 8.400510e+00 0.262229916 7.978240e+00 8.307388e+00
y_rep[1315] 8.317809e+00 0.228041448 7.933487e+00 8.224711e+00
y_rep[1316] 8.219118e+00 0.207381103 7.764003e+00 8.131140e+00
y_rep[1317] 8.434496e+00 0.251746521 8.064612e+00 8.337470e+00
y_rep[1318] 8.430297e+00 0.233143035 8.076294e+00 8.339346e+00
y_rep[1319] 9.483183e+00 0.201908012 9.107257e+00 9.395458e+00
y_rep[1320] 9.697527e+00 0.217464466 9.317062e+00 9.597659e+00
y_rep[1321] 9.544505e+00 0.221077256 9.180059e+00 9.451095e+00
y_rep[1322] 9.631249e+00 0.198909665 9.261149e+00 9.544272e+00
y_rep[1323] 9.517884e+00 0.298539047 9.169700e+00 9.431611e+00
y_rep[1324] 9.590304e+00 0.207465481 9.157034e+00 9.501220e+00
y_rep[1325] 1.004574e+01 0.211342011 9.604466e+00 9.957615e+00
y_rep[1326] 9.752039e+00 0.240485963 9.349240e+00 9.659151e+00
y_rep[1327] 9.646652e+00 0.235618526 9.263659e+00 9.560547e+00
y_rep[1328] 9.625533e+00 0.285517818 9.257131e+00 9.528715e+00
y_rep[1329] 9.509959e+00 0.206121004 9.110658e+00 9.422423e+00
y_rep[1330] 9.710788e+00 0.358535977 9.309851e+00 9.615489e+00
y_rep[1331] 1.002353e+01 0.247221068 9.650196e+00 9.934249e+00
y_rep[1332] 9.818331e+00 0.211903477 9.412156e+00 9.731783e+00
y_rep[1333] 9.650999e+00 0.208749000 9.266945e+00 9.559486e+00
y_rep[1334] 9.594939e+00 0.235814523 9.166350e+00 9.505586e+00
y_rep[1335] 9.451544e+00 0.203749768 9.076334e+00 9.362255e+00
y_rep[1336] 9.841383e+00 0.226801283 9.418661e+00 9.756223e+00
y_rep[1337] 9.920119e+00 0.216134921 9.534700e+00 9.831504e+00
y_rep[1338] 9.628887e+00 0.229622826 9.256146e+00 9.533824e+00
y_rep[1339] 9.632813e+00 0.294380747 9.214135e+00 9.532216e+00
y_rep[1340] 9.689060e+00 0.225973852 9.289558e+00 9.589934e+00
y_rep[1341] 9.734979e+00 0.209886478 9.299037e+00 9.640227e+00
y_rep[1342] 9.917393e+00 0.197147335 9.538820e+00 9.825364e+00
y_rep[1343] 9.888884e+00 0.245903889 9.468042e+00 9.800971e+00
y_rep[1344] 9.944930e+00 0.206655187 9.559449e+00 9.842597e+00
y_rep[1345] 9.763516e+00 0.339312595 9.384417e+00 9.672828e+00
y_rep[1346] 9.786972e+00 0.216938574 9.365545e+00 9.698267e+00
y_rep[1347] 9.663850e+00 0.231280054 9.293546e+00 9.574234e+00
y_rep[1348] 9.609156e+00 0.267759742 9.235807e+00 9.523770e+00
y_rep[1349] 9.515008e+00 0.221176352 9.133628e+00 9.419633e+00
y_rep[1350] 9.683997e+00 0.227937289 9.272757e+00 9.596317e+00
y_rep[1351] 9.760175e+00 0.229717517 9.344647e+00 9.668314e+00
y_rep[1352] 9.717666e+00 0.249204723 9.334611e+00 9.627944e+00
y_rep[1353] 9.965518e+00 0.203096526 9.567278e+00 9.870646e+00
y_rep[1354] 9.857769e+00 0.235629256 9.446605e+00 9.767456e+00
y_rep[1355] 9.716698e+00 0.251796344 9.299578e+00 9.629487e+00
y_rep[1356] 9.766094e+00 0.216954916 9.371428e+00 9.666601e+00
y_rep[1357] 9.895994e+00 0.201098511 9.542758e+00 9.810320e+00
y_rep[1358] 9.827846e+00 0.212723071 9.419512e+00 9.737282e+00
y_rep[1359] 9.372244e+00 0.213260302 8.976428e+00 9.285542e+00
y_rep[1360] 9.223259e+00 0.206565535 8.835992e+00 9.139873e+00
y_rep[1361] 8.760867e+00 0.203382517 8.379309e+00 8.679341e+00
y_rep[1362] 8.676985e+00 0.200251400 8.253671e+00 8.588450e+00
y_rep[1363] 8.727386e+00 0.232723321 8.303454e+00 8.643446e+00
y_rep[1364] 8.487032e+00 0.216812682 8.065003e+00 8.396640e+00
y_rep[1365] 8.545396e+00 0.237730296 8.129693e+00 8.447623e+00
y_rep[1366] 8.057308e+00 0.220904340 7.627401e+00 7.965232e+00
y_rep[1367] 8.170763e+00 0.192676839 7.772843e+00 8.083456e+00
y_rep[1368] 7.896260e+00 0.202686315 7.514247e+00 7.799059e+00
y_rep[1369] 7.922748e+00 0.222215737 7.481058e+00 7.842916e+00
y_rep[1370] 7.718741e+00 0.203815183 7.285124e+00 7.632456e+00
y_rep[1371] 7.542942e+00 0.206355249 7.149651e+00 7.444867e+00
y_rep[1372] 8.024428e+00 0.214460849 7.613082e+00 7.931343e+00
y_rep[1373] 8.299100e+00 0.180069126 7.941002e+00 8.208366e+00
y_rep[1374] 7.986596e+00 0.234483858 7.578273e+00 7.901089e+00
y_rep[1375] 7.877677e+00 0.251011951 7.473532e+00 7.792021e+00
y_rep[1376] 7.767464e+00 0.204754932 7.377381e+00 7.676105e+00
y_rep[1377] 7.681974e+00 0.208005766 7.283333e+00 7.587345e+00
y_rep[1378] 7.762269e+00 0.290378552 7.371137e+00 7.672259e+00
y_rep[1379] 7.806774e+00 0.195178579 7.430967e+00 7.718478e+00
y_rep[1380] 7.476448e+00 0.193149964 7.097644e+00 7.387143e+00
y_rep[1381] 7.843379e+00 0.219436109 7.429589e+00 7.750133e+00
y_rep[1382] 8.137507e+00 0.189620906 7.791337e+00 8.045113e+00
y_rep[1383] 8.005941e+00 0.208149560 7.636434e+00 7.912494e+00
y_rep[1384] 8.467803e+00 0.201204877 8.085455e+00 8.374436e+00
y_rep[1385] 8.631626e+00 0.220909102 8.202947e+00 8.543835e+00
y_rep[1386] 8.437958e+00 0.213208612 8.011450e+00 8.344582e+00
y_rep[1387] 8.486313e+00 0.205179313 8.078248e+00 8.394038e+00
y_rep[1388] 8.417062e+00 0.228282020 7.984391e+00 8.322996e+00
y_rep[1389] 8.290790e+00 0.209944707 7.883469e+00 8.198083e+00
y_rep[1390] 8.372940e+00 0.220145058 8.006224e+00 8.284366e+00
y_rep[1391] 8.355875e+00 0.191342488 8.002817e+00 8.266413e+00
y_rep[1392] 8.247333e+00 0.190438611 7.873187e+00 8.163061e+00
y_rep[1393] 8.242530e+00 0.242356901 7.850261e+00 8.154733e+00
y_rep[1394] 8.127087e+00 0.212341537 7.738650e+00 8.038489e+00
y_rep[1395] 7.854168e+00 0.199703883 7.464466e+00 7.764823e+00
y_rep[1396] 8.237172e+00 0.206384850 7.865352e+00 8.149881e+00
y_rep[1397] 8.111817e+00 0.192881994 7.727169e+00 8.028741e+00
y_rep[1398] 8.786595e+00 0.204374696 8.389469e+00 8.697611e+00
y_rep[1399] 9.808708e+00 0.281958429 9.408219e+00 9.703238e+00
y_rep[1400] 9.356536e+00 0.226112956 8.933495e+00 9.265901e+00
y_rep[1401] 9.573420e+00 0.287164749 9.220158e+00 9.473206e+00
y_rep[1402] 9.824809e+00 0.233140512 9.474190e+00 9.733268e+00
y_rep[1403] 9.986784e+00 0.232479147 9.584678e+00 9.899460e+00
y_rep[1404] 9.884994e+00 0.194878418 9.509677e+00 9.795098e+00
y_rep[1405] 9.759482e+00 0.209370161 9.390616e+00 9.663316e+00
y_rep[1406] 9.783103e+00 0.200177723 9.393201e+00 9.688299e+00
y_rep[1407] 9.658056e+00 0.209214901 9.267794e+00 9.565854e+00
y_rep[1408] 9.759724e+00 0.196527514 9.393715e+00 9.666339e+00
y_rep[1409] 1.002194e+01 0.225939919 9.636754e+00 9.932722e+00
y_rep[1410] 9.961267e+00 0.216599318 9.542121e+00 9.870895e+00
y_rep[1411] 1.022116e+01 0.190100943 9.848425e+00 1.013484e+01
y_rep[1412] 1.012367e+01 0.209937190 9.758860e+00 1.002733e+01
y_rep[1413] 1.021673e+01 0.210231352 9.783645e+00 1.012270e+01
y_rep[1414] 1.089874e+01 0.214862435 1.051482e+01 1.080503e+01
y_rep[1415] 1.360305e+01 0.211604744 1.320624e+01 1.350776e+01
y_rep[1416] 1.329191e+01 0.245482211 1.292484e+01 1.320628e+01
y_rep[1417] 1.364630e+01 0.212052797 1.322977e+01 1.355170e+01
y_rep[1418] 1.376135e+01 0.210671786 1.338519e+01 1.366965e+01
y_rep[1419] 1.399495e+01 0.209390076 1.361057e+01 1.390657e+01
y_rep[1420] 1.474038e+01 0.261823802 1.431378e+01 1.465008e+01
y_rep[1421] 1.463280e+01 0.203031494 1.423458e+01 1.454078e+01
y_rep[1422] 1.450578e+01 0.211439677 1.412607e+01 1.441334e+01
y_rep[1423] 1.505676e+01 0.257001768 1.466205e+01 1.497426e+01
y_rep[1424] 1.848428e+01 0.202206178 1.807080e+01 1.840153e+01
y_rep[1425] 1.794898e+01 0.240801138 1.753852e+01 1.784722e+01
y_rep[1426] 1.727447e+01 0.210886261 1.686588e+01 1.719031e+01
y_rep[1427] 1.796330e+01 0.207058299 1.754631e+01 1.787024e+01
y_rep[1428] 1.804347e+01 0.222706375 1.765119e+01 1.794253e+01
y_rep[1429] 1.762729e+01 0.196977005 1.725760e+01 1.753311e+01
y_rep[1430] 1.779782e+01 0.240429718 1.742522e+01 1.770780e+01
y_rep[1431] 1.854289e+01 0.230502515 1.811114e+01 1.844695e+01
y_rep[1432] 1.851773e+01 0.198999858 1.812159e+01 1.841990e+01
y_rep[1433] 1.889905e+01 0.223799518 1.853563e+01 1.880761e+01
y_rep[1434] 1.841324e+01 0.219554312 1.804032e+01 1.832421e+01
y_rep[1435] 1.843325e+01 0.215212437 1.805739e+01 1.834357e+01
y_rep[1436] 1.823435e+01 0.208376577 1.782102e+01 1.814665e+01
y_rep[1437] 1.825603e+01 0.375148161 1.785543e+01 1.817966e+01
y_rep[1438] 1.782282e+01 0.240196970 1.737133e+01 1.773094e+01
y_rep[1439] 1.818612e+01 0.234248242 1.777287e+01 1.808882e+01
y_rep[1440] 1.774961e+01 0.206259574 1.734623e+01 1.766511e+01
y_rep[1441] 1.766446e+01 0.215915020 1.725362e+01 1.756959e+01
y_rep[1442] 1.698093e+01 0.226196811 1.655441e+01 1.689368e+01
y_rep[1443] 1.685299e+01 0.210144551 1.642327e+01 1.676624e+01
y_rep[1444] 1.698129e+01 0.243756234 1.657174e+01 1.688767e+01
y_rep[1445] 1.686037e+01 0.219427027 1.644018e+01 1.676771e+01
y_rep[1446] 1.585509e+01 0.205522632 1.544285e+01 1.576538e+01
y_rep[1447] 1.457160e+01 0.287165150 1.420151e+01 1.446853e+01
y_rep[1448] 1.443562e+01 0.205823953 1.399624e+01 1.434010e+01
y_rep[1449] 1.433201e+01 0.199537655 1.390218e+01 1.424310e+01
y_rep[1450] 1.347675e+01 0.210060182 1.307966e+01 1.338534e+01
y_rep[1451] 1.496147e+01 0.204707865 1.458113e+01 1.487374e+01
y_rep[1452] 1.472473e+01 0.282277519 1.433821e+01 1.462870e+01
y_rep[1453] 1.550448e+01 0.214877927 1.513788e+01 1.541356e+01
y_rep[1454] 1.543703e+01 0.204403497 1.507193e+01 1.534473e+01
y_rep[1455] 1.552810e+01 0.185042041 1.513475e+01 1.544212e+01
y_rep[1456] 1.594374e+01 0.206186847 1.555026e+01 1.584928e+01
y_rep[1457] 1.625308e+01 0.211757648 1.587239e+01 1.615965e+01
y_rep[1458] 1.580124e+01 0.208492379 1.534217e+01 1.571549e+01
y_rep[1459] 1.610287e+01 0.209520959 1.571078e+01 1.601274e+01
y_rep[1460] 1.629324e+01 0.210419614 1.590342e+01 1.619844e+01
log_lik[1] 2.304701e-01 0.075818121 7.918732e-02 1.803717e-01
log_lik[2] -2.781152e+00 0.092534001 -2.968705e+00 -2.844898e+00
log_lik[3] -1.630496e+00 0.092361930 -1.813685e+00 -1.695848e+00
log_lik[4] -8.303189e-01 0.090792686 -1.010917e+00 -8.908890e-01
log_lik[5] -1.206156e-01 0.182787007 -4.825528e-01 -2.441583e-01
log_lik[6] -2.210430e-01 0.108920574 -4.253631e-01 -2.960729e-01
log_lik[7] 5.731637e-01 0.131787339 2.982250e-01 4.865960e-01
log_lik[8] -1.864787e+00 0.171928257 -2.194675e+00 -1.977010e+00
log_lik[9] -4.133173e-01 0.090262029 -5.908985e-01 -4.744026e-01
log_lik[10] 6.583763e-01 0.077266098 5.055513e-01 6.066753e-01
log_lik[11] 8.072740e-01 0.068529380 6.730742e-01 7.603232e-01
log_lik[12] 1.130164e+00 0.032421942 1.061699e+00 1.109981e+00
log_lik[13] -4.620250e-01 0.105602692 -6.639388e-01 -5.337719e-01
log_lik[14] 3.199970e-01 0.095392083 1.283575e-01 2.592940e-01
log_lik[15] -2.391046e-01 0.214294034 -6.582113e-01 -3.854257e-01
log_lik[16] 9.856233e-01 0.047227655 8.939698e-01 9.536127e-01
log_lik[17] 1.124781e+00 0.035725737 1.053302e+00 1.103262e+00
log_lik[18] 3.324752e-01 0.095770423 1.331879e-01 2.681582e-01
log_lik[19] 1.052786e-01 0.088090863 -6.214763e-02 4.477634e-02
log_lik[20] 9.387600e-01 0.062031558 8.088490e-01 8.966708e-01
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log_lik[1314] 6.364147e-01 0.085672143 4.646018e-01 5.819122e-01
log_lik[1315] 9.610199e-01 0.040740806 8.793138e-01 9.337637e-01
log_lik[1316] 6.218911e-01 0.056433949 5.084019e-01 5.846478e-01
log_lik[1317] 1.108396e+00 0.038610114 1.030618e+00 1.083683e+00
log_lik[1318] 9.456999e-01 0.040002434 8.662869e-01 9.190034e-01
log_lik[1319] 2.334125e-01 0.055336527 1.209257e-01 1.965080e-01
log_lik[1320] -4.907946e-02 0.071334490 -1.911970e-01 -9.920513e-02
log_lik[1321] 5.302652e-01 0.047828863 4.355905e-01 4.980618e-01
log_lik[1322] 1.133149e+00 0.029359066 1.074503e+00 1.114182e+00
log_lik[1323] 6.256973e-01 0.042189668 5.423153e-01 5.979409e-01
log_lik[1324] 4.302976e-01 0.050801547 3.294902e-01 3.963670e-01
log_lik[1325] 8.811134e-02 0.053350311 -1.706886e-02 5.243215e-02
log_lik[1326] 1.120656e+00 0.029915411 1.062810e+00 1.100242e+00
log_lik[1327] 9.614633e-01 0.033242538 8.980204e-01 9.386199e-01
log_lik[1328] 3.954389e-01 0.069160124 2.580783e-01 3.476608e-01
log_lik[1329] 9.785280e-01 0.034362001 9.119843e-01 9.569047e-01
log_lik[1330] 7.792985e-01 0.044999848 6.898343e-01 7.474371e-01
log_lik[1331] 8.986072e-01 0.044853359 8.080096e-01 8.681980e-01
log_lik[1332] 1.084011e+00 0.033749975 1.017797e+00 1.059802e+00
log_lik[1333] 1.139836e+00 0.029337681 1.081111e+00 1.119992e+00
log_lik[1334] 1.007173e+00 0.040973472 9.245589e-01 9.795478e-01
log_lik[1335] -1.639771e+00 0.067536420 -1.769720e+00 -1.684378e+00
log_lik[1336] 1.020922e+00 0.046667884 9.260182e-01 9.904530e-01
log_lik[1337] 2.824791e-01 0.062863383 1.529561e-01 2.390564e-01
log_lik[1338] 1.133834e+00 0.030014252 1.072833e+00 1.113881e+00
log_lik[1339] 6.842105e-01 0.055516710 5.754282e-01 6.456271e-01
log_lik[1340] 1.120728e+00 0.030992530 1.061290e+00 1.099120e+00
log_lik[1341] 3.332488e-01 0.057439515 2.253734e-01 2.939947e-01
log_lik[1342] 8.325261e-01 0.105730106 6.164971e-01 7.626611e-01
log_lik[1343] 7.826411e-01 0.059186328 6.621197e-01 7.435198e-01
log_lik[1344] 8.915101e-01 0.052103467 7.849455e-01 8.560809e-01
log_lik[1345] 1.114380e+00 0.029347508 1.056536e+00 1.094287e+00
log_lik[1346] 7.889063e-01 0.045262731 6.974875e-01 7.582630e-01
log_lik[1347] 7.848638e-01 0.039894212 7.057194e-01 7.579191e-01
log_lik[1348] 7.845294e-01 0.040454762 6.995373e-01 7.572282e-01
log_lik[1349] 1.898951e-01 0.063722295 6.509730e-02 1.465000e-01
log_lik[1350] 1.125219e+00 0.029349805 1.066340e+00 1.105428e+00
log_lik[1351] 1.104085e+00 0.029679775 1.045643e+00 1.083363e+00
log_lik[1352] 1.139787e+00 0.029355944 1.080994e+00 1.120179e+00
log_lik[1353] 1.111375e+00 0.030915150 1.052185e+00 1.090002e+00
log_lik[1354] 1.035590e+00 0.031348687 9.735073e-01 1.014681e+00
log_lik[1355] 1.025069e+00 0.042493265 9.351180e-01 9.979050e-01
log_lik[1356] 1.139239e+00 0.029388615 1.080462e+00 1.119347e+00
log_lik[1357] 6.495195e-01 0.045913869 5.614236e-01 6.167364e-01
log_lik[1358] -1.281010e+00 0.062407447 -1.399931e+00 -1.323729e+00
log_lik[1359] 8.423190e-01 0.047495757 7.438829e-01 8.101651e-01
log_lik[1360] 1.986376e-01 0.059091916 8.192473e-02 1.583447e-01
log_lik[1361] -5.186075e-01 0.065302004 -6.422245e-01 -5.602860e-01
log_lik[1362] 5.747642e-01 0.061044285 4.486193e-01 5.340979e-01
log_lik[1363] 9.563098e-01 0.041643659 8.716698e-01 9.289808e-01
log_lik[1364] 7.275911e-01 0.064163486 5.952537e-01 6.830352e-01
log_lik[1365] -1.870976e+00 0.069605270 -2.004752e+00 -1.921980e+00
log_lik[1366] 1.138713e+00 0.029492186 1.080325e+00 1.119219e+00
log_lik[1367] 9.415074e-01 0.047053244 8.460616e-01 9.105615e-01
log_lik[1368] 9.497654e-01 0.041659247 8.659552e-01 9.229252e-01
log_lik[1369] 1.091387e+00 0.032539501 1.028957e+00 1.068533e+00
log_lik[1370] 7.621284e-01 0.067113348 6.281066e-01 7.152921e-01
log_lik[1371] -4.835640e-01 0.082018650 -6.414696e-01 -5.408684e-01
log_lik[1372] 9.864059e-01 0.044086855 8.967922e-01 9.573079e-01
log_lik[1373] -1.935598e-01 0.076976738 -3.460179e-01 -2.454070e-01
log_lik[1374] 1.129022e+00 0.030116464 1.068305e+00 1.108742e+00
log_lik[1375] 7.391841e-01 0.050061810 6.383738e-01 7.066115e-01
log_lik[1376] 7.822239e-01 0.054664320 6.677330e-01 7.468936e-01
log_lik[1377] 9.642188e-01 0.040786842 8.830332e-01 9.384321e-01
log_lik[1378] 7.749416e-01 0.052982196 6.701682e-01 7.382544e-01
log_lik[1379] 1.137165e+00 0.029665958 1.077348e+00 1.117542e+00
log_lik[1380] 9.449356e-01 0.054209093 8.336687e-01 9.083822e-01
log_lik[1381] 4.666067e-01 0.070435874 3.356719e-01 4.199868e-01
log_lik[1382] 1.831176e-01 0.064705530 5.548204e-02 1.395672e-01
log_lik[1383] 8.723278e-01 0.057362908 7.566099e-01 8.353979e-01
log_lik[1384] 1.134304e+00 0.029795462 1.073996e+00 1.114793e+00
log_lik[1385] 1.064631e+00 0.037800532 9.891661e-01 1.039447e+00
log_lik[1386] 4.053354e-01 0.058235139 2.895147e-01 3.672652e-01
log_lik[1387] 1.011112e+00 0.037152184 9.367913e-01 9.869207e-01
log_lik[1388] 1.083075e+00 0.033797642 1.015502e+00 1.060917e+00
log_lik[1389] 1.006994e+00 0.047018777 9.079127e-01 9.754929e-01
log_lik[1390] 1.123827e+00 0.030829593 1.062854e+00 1.102645e+00
log_lik[1391] 1.116241e+00 0.031008344 1.054964e+00 1.095312e+00
log_lik[1392] 1.114124e+00 0.031056060 1.052205e+00 1.092839e+00
log_lik[1393] 1.132667e+00 0.030010724 1.073726e+00 1.112484e+00
log_lik[1394] 5.163211e-01 0.063707530 3.874308e-01 4.742653e-01
log_lik[1395] 7.781795e-01 0.051235453 6.736771e-01 7.449111e-01
log_lik[1396] -1.986998e-01 0.086559975 -3.734908e-01 -2.533128e-01
log_lik[1397] -1.007484e-01 0.071905476 -2.417499e-01 -1.521983e-01
log_lik[1398] -4.702512e-01 0.070180117 -6.029904e-01 -5.191470e-01
log_lik[1399] -1.825669e+00 0.101903466 -2.020337e+00 -1.896586e+00
log_lik[1400] 7.282958e-01 0.056778577 6.170015e-01 6.896603e-01
log_lik[1401] -9.229235e-01 0.076099464 -1.066686e+00 -9.750012e-01
log_lik[1402] 9.562989e-01 0.046756805 8.620349e-01 9.250063e-01
log_lik[1403] -2.002600e-01 0.058125636 -3.131139e-01 -2.400274e-01
log_lik[1404] 8.193197e-01 0.046471839 7.244959e-01 7.885052e-01
log_lik[1405] 1.124827e+00 0.030362885 1.066498e+00 1.103692e+00
log_lik[1406] 9.749963e-01 0.041362405 8.932905e-01 9.474459e-01
log_lik[1407] 8.419472e-01 0.043211761 7.543305e-01 8.116723e-01
log_lik[1408] 1.138456e+00 0.029474696 1.079339e+00 1.119448e+00
log_lik[1409] 1.073472e+00 0.035619622 1.004001e+00 1.050135e+00
log_lik[1410] -1.833414e+00 0.074186536 -1.979460e+00 -1.884503e+00
log_lik[1411] 1.137177e+00 0.029812040 1.076252e+00 1.117710e+00
log_lik[1412] -1.043551e-01 0.077421403 -2.507177e-01 -1.588344e-01
log_lik[1413] -1.095549e+00 0.060148484 -1.209246e+00 -1.136985e+00
log_lik[1414] 6.544383e-02 0.165348031 -2.592040e-01 -3.656747e-02
log_lik[1415] -3.563310e+00 0.125197261 -3.813251e+00 -3.647986e+00
log_lik[1416] -7.220708e-01 0.073372768 -8.675638e-01 -7.743907e-01
log_lik[1417] -3.135683e-01 0.058839253 -4.291934e-01 -3.526416e-01
log_lik[1418] 8.434093e-01 0.070279047 7.005309e-01 7.981494e-01
log_lik[1419] -2.421824e+00 0.116359846 -2.651152e+00 -2.501013e+00
log_lik[1420] 1.107800e+00 0.040157937 1.023215e+00 1.083538e+00
log_lik[1421] -5.313575e-01 0.064779314 -6.578504e-01 -5.745385e-01
log_lik[1422] 6.021017e-01 0.069271510 4.537113e-01 5.579805e-01
log_lik[1423] -8.073116e-01 0.085163658 -9.718411e-01 -8.652678e-01
log_lik[1424] -6.610620e+00 0.255690838 -7.132289e+00 -6.775838e+00
log_lik[1425] -3.960866e+00 0.171343232 -4.303471e+00 -4.070955e+00
log_lik[1426] -2.967122e-01 0.103617729 -5.094257e-01 -3.644984e-01
log_lik[1427] 7.766316e-01 0.208650918 2.941204e-01 6.536986e-01
log_lik[1428] -9.882643e-01 0.201427655 -1.377529e+00 -1.123055e+00
log_lik[1429] 7.499275e-01 0.090141909 5.594155e-01 6.959725e-01
log_lik[1430] 7.102867e-01 0.070136008 5.651469e-01 6.655501e-01
log_lik[1431] -1.503060e-01 0.146448745 -4.349048e-01 -2.477454e-01
log_lik[1432] 6.299115e-01 0.169329750 2.674114e-01 5.226645e-01
log_lik[1433] -2.497402e+00 0.140541725 -2.766554e+00 -2.592335e+00
log_lik[1434] 1.055267e+00 0.044976510 9.603340e-01 1.026146e+00
log_lik[1435] 2.936416e-01 0.110090494 6.454923e-02 2.198528e-01
log_lik[1436] 8.915847e-01 0.086195255 7.092084e-01 8.376161e-01
log_lik[1437] 1.067038e+00 0.042922190 9.755962e-01 1.038741e+00
log_lik[1438] -5.004351e-01 0.156810902 -8.086740e-01 -6.060939e-01
log_lik[1439] -1.139496e-01 0.103729216 -3.203643e-01 -1.815416e-01
log_lik[1440] 4.737988e-01 0.080838230 3.174795e-01 4.188681e-01
log_lik[1441] 9.230161e-01 0.065963083 7.902537e-01 8.805211e-01
log_lik[1442] 1.086330e+00 0.052230021 9.692352e-01 1.054862e+00
log_lik[1443] 6.625704e-01 0.076464047 5.037143e-01 6.140428e-01
log_lik[1444] 2.367025e-01 0.132860532 -3.430000e-02 1.496551e-01
log_lik[1445] -5.478453e-01 0.121728616 -7.917170e-01 -6.296953e-01
log_lik[1446] 9.894833e-01 0.061639349 8.619923e-01 9.483659e-01
log_lik[1447] -7.082359e-02 0.176226253 -3.997676e-01 -1.902480e-01
log_lik[1448] 6.066904e-01 0.062673933 4.838287e-01 5.641525e-01
log_lik[1449] -6.877275e-01 0.066152429 -8.195796e-01 -7.314413e-01
log_lik[1450] -5.633313e+00 0.201379082 -6.034087e+00 -5.769729e+00
log_lik[1451] 8.151870e-01 0.162998942 4.611650e-01 7.116615e-01
log_lik[1452] 1.031920e+00 0.060841629 8.913570e-01 9.958725e-01
log_lik[1453] 9.045130e-02 0.065576391 -3.871180e-02 4.670234e-02
log_lik[1454] 4.051771e-01 0.097331735 2.130211e-01 3.375512e-01
log_lik[1455] -1.071140e+00 0.139927160 -1.348108e+00 -1.162549e+00
log_lik[1456] 1.070376e+00 0.043811187 9.810270e-01 1.042300e+00
log_lik[1457] 3.975135e-01 0.126226850 1.338941e-01 3.147467e-01
log_lik[1458] 3.816739e-01 0.074089263 2.326378e-01 3.335491e-01
log_lik[1459] 7.518459e-01 0.100338343 5.396169e-01 6.878135e-01
log_lik[1460] -4.163822e+00 0.132935050 -4.434458e+00 -4.251913e+00
y_hat 1.230016e+01 0.195211164 1.193053e+01 1.221217e+01
lp__ 1.326068e+03 2.095460430 1.321227e+03 1.324888e+03
stats
parameter 50% 75% 97.5%
alpha 1.230533e+01 1.230814e+01 1.231286e+01
beta[1] 6.256886e-01 6.938799e-01 8.222023e-01
beta[2] 6.577346e-01 7.340737e-01 8.838898e-01
beta[3] 1.903337e+00 1.983331e+00 2.138831e+00
beta_mu[1] 6.213136e-01 1.184440e+01 3.331888e+01
beta_mu[2] 1.724160e-01 1.182837e+01 3.378399e+01
beta_mu[3] 1.127665e+00 1.259458e+01 3.385240e+01
sigma 1.161999e-01 1.188327e-01 1.239087e-01
nu 2.688738e+00 2.837994e+00 3.119398e+00
mu[1] 1.651802e+01 1.652314e+01 1.653400e+01
mu[2] 1.685631e+01 1.686198e+01 1.687225e+01
mu[3] 1.641264e+01 1.641956e+01 1.643071e+01
mu[4] 1.709894e+01 1.710477e+01 1.711761e+01
mu[5] 1.715264e+01 1.716538e+01 1.718906e+01
mu[6] 1.769478e+01 1.770210e+01 1.771618e+01
mu[7] 1.735191e+01 1.736189e+01 1.738326e+01
mu[8] 1.763599e+01 1.765001e+01 1.767847e+01
mu[9] 1.735270e+01 1.735854e+01 1.737054e+01
mu[10] 1.780497e+01 1.781157e+01 1.782459e+01
mu[11] 1.801497e+01 1.802161e+01 1.803474e+01
mu[12] 1.914820e+01 1.915583e+01 1.917275e+01
mu[13] 1.895678e+01 1.896406e+01 1.897709e+01
mu[14] 1.843059e+01 1.843743e+01 1.845144e+01
mu[15] 1.750561e+01 1.752021e+01 1.754857e+01
mu[16] 1.688502e+01 1.689058e+01 1.690125e+01
mu[17] 1.720048e+01 1.720954e+01 1.722855e+01
mu[18] 1.746790e+01 1.747502e+01 1.748942e+01
mu[19] 1.720013e+01 1.720591e+01 1.721693e+01
mu[20] 1.648319e+01 1.649000e+01 1.650248e+01
mu[21] 1.624316e+01 1.624856e+01 1.625850e+01
mu[22] 1.638807e+01 1.639314e+01 1.640214e+01
mu[23] 1.634542e+01 1.635102e+01 1.636148e+01
mu[24] 1.683946e+01 1.684482e+01 1.685607e+01
mu[25] 1.693187e+01 1.693718e+01 1.694828e+01
mu[26] 1.618915e+01 1.619634e+01 1.620922e+01
mu[27] 1.606054e+01 1.606721e+01 1.608116e+01
mu[28] 1.584610e+01 1.585582e+01 1.587130e+01
mu[29] 1.543817e+01 1.544282e+01 1.545038e+01
mu[30] 1.523817e+01 1.524417e+01 1.525570e+01
mu[31] 1.531745e+01 1.532445e+01 1.533690e+01
mu[32] 1.467624e+01 1.468258e+01 1.469382e+01
mu[33] 1.415266e+01 1.415703e+01 1.416464e+01
mu[34] 1.393604e+01 1.393966e+01 1.394576e+01
mu[35] 1.322649e+01 1.323841e+01 1.325970e+01
mu[36] 1.317191e+01 1.317601e+01 1.318454e+01
mu[37] 1.361233e+01 1.361817e+01 1.362954e+01
mu[38] 1.481160e+01 1.482694e+01 1.485375e+01
mu[39] 1.522432e+01 1.522881e+01 1.523605e+01
mu[40] 1.479103e+01 1.479597e+01 1.480523e+01
mu[41] 1.468716e+01 1.469128e+01 1.469792e+01
mu[42] 1.489561e+01 1.490040e+01 1.490958e+01
mu[43] 1.475428e+01 1.475803e+01 1.476461e+01
mu[44] 1.522769e+01 1.523397e+01 1.524663e+01
mu[45] 1.463183e+01 1.463654e+01 1.464472e+01
mu[46] 1.376797e+01 1.377384e+01 1.378427e+01
mu[47] 1.360666e+01 1.361265e+01 1.362313e+01
mu[48] 1.380748e+01 1.381189e+01 1.382100e+01
mu[49] 1.450012e+01 1.450692e+01 1.451983e+01
mu[50] 1.493879e+01 1.494477e+01 1.495723e+01
mu[51] 1.501342e+01 1.501979e+01 1.503197e+01
mu[52] 1.440301e+01 1.440955e+01 1.442118e+01
mu[53] 1.424274e+01 1.424653e+01 1.425260e+01
mu[54] 1.432339e+01 1.432744e+01 1.433506e+01
mu[55] 1.423807e+01 1.424456e+01 1.425754e+01
mu[56] 1.432671e+01 1.433051e+01 1.433718e+01
mu[57] 1.450355e+01 1.450963e+01 1.452099e+01
mu[58] 1.471728e+01 1.472120e+01 1.472846e+01
mu[59] 1.412151e+01 1.412567e+01 1.413262e+01
mu[60] 1.394845e+01 1.395214e+01 1.395914e+01
mu[61] 1.308027e+01 1.309336e+01 1.311769e+01
mu[62] 1.303977e+01 1.304343e+01 1.305084e+01
mu[63] 1.416513e+01 1.416919e+01 1.417782e+01
mu[64] 1.397937e+01 1.398292e+01 1.399046e+01
mu[65] 1.357667e+01 1.358116e+01 1.358879e+01
mu[66] 1.328360e+01 1.328717e+01 1.329362e+01
mu[67] 1.338863e+01 1.339239e+01 1.339804e+01
mu[68] 1.355907e+01 1.356308e+01 1.357046e+01
mu[69] 1.387604e+01 1.388182e+01 1.389380e+01
mu[70] 1.402810e+01 1.403269e+01 1.404181e+01
mu[71] 1.381877e+01 1.382396e+01 1.383407e+01
mu[72] 1.289485e+01 1.290210e+01 1.291518e+01
mu[73] 1.234734e+01 1.235062e+01 1.235663e+01
mu[74] 1.226325e+01 1.226625e+01 1.227164e+01
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mu[1195] 1.021668e+01 1.021993e+01 1.022533e+01
mu[1196] 1.137889e+01 1.138475e+01 1.139705e+01
mu[1197] 1.151579e+01 1.151875e+01 1.152405e+01
mu[1198] 1.130312e+01 1.130600e+01 1.131060e+01
mu[1199] 1.138642e+01 1.138996e+01 1.139693e+01
mu[1200] 1.148734e+01 1.149035e+01 1.149588e+01
mu[1201] 1.128352e+01 1.128743e+01 1.129476e+01
mu[1202] 1.110290e+01 1.110600e+01 1.111170e+01
mu[1203] 1.121979e+01 1.122337e+01 1.122993e+01
mu[1204] 1.102195e+01 1.102497e+01 1.103043e+01
mu[1205] 1.100585e+01 1.100897e+01 1.101488e+01
mu[1206] 1.105433e+01 1.105813e+01 1.106503e+01
mu[1207] 1.090986e+01 1.091271e+01 1.091831e+01
mu[1208] 1.086217e+01 1.086518e+01 1.087019e+01
mu[1209] 1.100611e+01 1.100967e+01 1.101624e+01
mu[1210] 1.095369e+01 1.095671e+01 1.096187e+01
mu[1211] 1.054046e+01 1.054420e+01 1.055052e+01
mu[1212] 1.064597e+01 1.065156e+01 1.066174e+01
mu[1213] 1.058956e+01 1.059319e+01 1.059986e+01
mu[1214] 1.057824e+01 1.058132e+01 1.058644e+01
mu[1215] 1.109127e+01 1.109795e+01 1.111093e+01
mu[1216] 1.106416e+01 1.106860e+01 1.107676e+01
mu[1217] 1.073965e+01 1.074339e+01 1.075064e+01
mu[1218] 1.069455e+01 1.069762e+01 1.070252e+01
mu[1219] 9.835940e+00 9.845478e+00 9.862466e+00
mu[1220] 9.529514e+00 9.534933e+00 9.545256e+00
mu[1221] 1.001801e+01 1.002442e+01 1.003608e+01
mu[1222] 1.042956e+01 1.043593e+01 1.044727e+01
mu[1223] 9.822975e+00 9.826731e+00 9.833637e+00
mu[1224] 1.001864e+01 1.002192e+01 1.002835e+01
mu[1225] 9.841438e+00 9.844776e+00 9.850731e+00
mu[1226] 9.915916e+00 9.919287e+00 9.925395e+00
mu[1227] 1.024040e+01 1.024372e+01 1.025038e+01
mu[1228] 1.026907e+01 1.027223e+01 1.027764e+01
mu[1229] 1.005631e+01 1.005949e+01 1.006487e+01
mu[1230] 9.934199e+00 9.938474e+00 9.947362e+00
mu[1231] 9.736359e+00 9.740575e+00 9.748155e+00
mu[1232] 9.694842e+00 9.698738e+00 9.706173e+00
mu[1233] 9.568031e+00 9.572858e+00 9.582686e+00
mu[1234] 9.531946e+00 9.536987e+00 9.546600e+00
mu[1235] 9.438012e+00 9.442459e+00 9.451380e+00
mu[1236] 9.244238e+00 9.247944e+00 9.254515e+00
mu[1237] 9.357410e+00 9.361388e+00 9.368472e+00
mu[1238] 9.072139e+00 9.080415e+00 9.094151e+00
mu[1239] 9.298489e+00 9.304511e+00 9.315877e+00
mu[1240] 9.092554e+00 9.097188e+00 9.106777e+00
mu[1241] 9.060045e+00 9.063941e+00 9.072087e+00
mu[1242] 9.239847e+00 9.243372e+00 9.249669e+00
mu[1243] 9.277246e+00 9.280812e+00 9.287446e+00
mu[1244] 8.992986e+00 8.997198e+00 9.005973e+00
mu[1245] 8.865162e+00 8.869259e+00 8.878045e+00
mu[1246] 9.076135e+00 9.082485e+00 9.094854e+00
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mu[1248] 8.754548e+00 8.759406e+00 8.768162e+00
mu[1249] 8.679727e+00 8.684583e+00 8.694288e+00
mu[1250] 8.444461e+00 8.448785e+00 8.456739e+00
mu[1251] 8.281318e+00 8.285550e+00 8.292950e+00
mu[1252] 8.292337e+00 8.297603e+00 8.306884e+00
mu[1253] 8.222082e+00 8.226429e+00 8.234621e+00
mu[1254] 8.416103e+00 8.420135e+00 8.427478e+00
mu[1255] 8.250974e+00 8.256330e+00 8.267348e+00
mu[1256] 8.293982e+00 8.298761e+00 8.308270e+00
mu[1257] 9.393280e+00 9.396945e+00 9.404497e+00
mu[1258] 9.564902e+00 9.568532e+00 9.576163e+00
mu[1259] 9.369669e+00 9.373620e+00 9.381309e+00
mu[1260] 9.465310e+00 9.468956e+00 9.475272e+00
mu[1261] 9.214627e+00 9.220179e+00 9.231018e+00
mu[1262] 8.789323e+00 8.794040e+00 8.803878e+00
mu[1263] 9.055333e+00 9.060278e+00 9.070221e+00
mu[1264] 9.338317e+00 9.343541e+00 9.352761e+00
mu[1265] 9.037345e+00 9.041237e+00 9.048630e+00
mu[1266] 8.845331e+00 8.849171e+00 8.857258e+00
mu[1267] 8.946564e+00 8.954552e+00 8.969796e+00
mu[1268] 8.851143e+00 8.855450e+00 8.863403e+00
mu[1269] 8.865036e+00 8.869122e+00 8.876400e+00
mu[1270] 9.080477e+00 9.085440e+00 9.094578e+00
mu[1271] 9.132226e+00 9.136192e+00 9.143964e+00
mu[1272] 9.160584e+00 9.164673e+00 9.171826e+00
mu[1273] 9.255131e+00 9.258582e+00 9.264917e+00
mu[1274] 9.391581e+00 9.395953e+00 9.404216e+00
mu[1275] 9.339784e+00 9.343419e+00 9.350416e+00
mu[1276] 9.378521e+00 9.382091e+00 9.389095e+00
mu[1277] 9.268371e+00 9.271737e+00 9.278549e+00
mu[1278] 9.217667e+00 9.221480e+00 9.228190e+00
mu[1279] 9.101840e+00 9.107180e+00 9.117426e+00
mu[1280] 8.671165e+00 8.676774e+00 8.687480e+00
mu[1281] 8.532612e+00 8.537855e+00 8.549146e+00
mu[1282] 8.866310e+00 8.873195e+00 8.886213e+00
mu[1283] 8.587392e+00 8.592474e+00 8.603261e+00
mu[1284] 8.444771e+00 8.450844e+00 8.462402e+00
mu[1285] 8.584792e+00 8.588781e+00 8.596777e+00
mu[1286] 8.216361e+00 8.221144e+00 8.231128e+00
mu[1287] 8.014562e+00 8.019493e+00 8.029726e+00
mu[1288] 9.179748e+00 9.186804e+00 9.200358e+00
mu[1289] 8.957093e+00 8.962164e+00 8.970598e+00
mu[1290] 8.920246e+00 8.924936e+00 8.934704e+00
mu[1291] 8.991921e+00 8.995813e+00 9.003175e+00
mu[1292] 8.830111e+00 8.834499e+00 8.842297e+00
mu[1293] 8.508641e+00 8.513015e+00 8.523058e+00
mu[1294] 8.446634e+00 8.453955e+00 8.466949e+00
mu[1295] 8.338306e+00 8.342363e+00 8.350530e+00
mu[1296] 8.171355e+00 8.175983e+00 8.184844e+00
mu[1297] 8.102188e+00 8.106806e+00 8.114482e+00
mu[1298] 8.090463e+00 8.095408e+00 8.104699e+00
mu[1299] 7.787394e+00 7.792232e+00 7.801363e+00
mu[1300] 7.987139e+00 7.992695e+00 8.002173e+00
mu[1301] 7.700495e+00 7.704891e+00 7.713481e+00
mu[1302] 7.875842e+00 7.881400e+00 7.891434e+00
mu[1303] 7.902737e+00 7.907259e+00 7.914982e+00
mu[1304] 7.928369e+00 7.932931e+00 7.941095e+00
mu[1305] 7.931832e+00 7.936527e+00 7.944834e+00
mu[1306] 8.266936e+00 8.276154e+00 8.293302e+00
mu[1307] 8.072952e+00 8.079672e+00 8.093575e+00
mu[1308] 8.007535e+00 8.013255e+00 8.023259e+00
mu[1309] 8.036182e+00 8.040927e+00 8.049324e+00
mu[1310] 8.308959e+00 8.315103e+00 8.326975e+00
mu[1311] 7.814713e+00 7.824822e+00 7.841049e+00
mu[1312] 8.391835e+00 8.396454e+00 8.405508e+00
mu[1313] 8.281661e+00 8.286265e+00 8.295060e+00
mu[1314] 8.391697e+00 8.398610e+00 8.412448e+00
mu[1315] 8.308694e+00 8.313079e+00 8.321399e+00
mu[1316] 8.227139e+00 8.231682e+00 8.240051e+00
mu[1317] 8.426593e+00 8.434760e+00 8.449484e+00
mu[1318] 8.424077e+00 8.428260e+00 8.436273e+00
mu[1319] 9.486071e+00 9.489487e+00 9.496436e+00
mu[1320] 9.692360e+00 9.696834e+00 9.705126e+00
mu[1321] 9.539799e+00 9.543282e+00 9.550225e+00
mu[1322] 9.633128e+00 9.636679e+00 9.643591e+00
mu[1323] 9.526323e+00 9.529752e+00 9.535963e+00
mu[1324] 9.592542e+00 9.596002e+00 9.602906e+00
mu[1325] 1.005511e+01 1.005831e+01 1.006459e+01
mu[1326] 9.753106e+00 9.756956e+00 9.763475e+00
mu[1327] 9.647094e+00 9.650635e+00 9.656514e+00
mu[1328] 9.622424e+00 9.627463e+00 9.636875e+00
mu[1329] 9.502420e+00 9.505920e+00 9.512898e+00
mu[1330] 9.699713e+00 9.703910e+00 9.711302e+00
mu[1331] 1.002781e+01 1.003227e+01 1.004089e+01
mu[1332] 9.817439e+00 9.821971e+00 9.830299e+00
mu[1333] 9.652820e+00 9.656927e+00 9.664987e+00
mu[1334] 9.595236e+00 9.599726e+00 9.609345e+00
mu[1335] 9.446954e+00 9.450795e+00 9.457643e+00
mu[1336] 9.843987e+00 9.849601e+00 9.861430e+00
mu[1337] 9.916868e+00 9.921273e+00 9.929396e+00
mu[1338] 9.632227e+00 9.636499e+00 9.645154e+00
mu[1339] 9.623899e+00 9.628414e+00 9.637720e+00
mu[1340] 9.690017e+00 9.694919e+00 9.702683e+00
mu[1341] 9.732768e+00 9.736778e+00 9.744304e+00
mu[1342] 9.909468e+00 9.920382e+00 9.938120e+00
mu[1343] 9.890327e+00 9.895978e+00 9.906380e+00
mu[1344] 9.937520e+00 9.943028e+00 9.953095e+00
mu[1345] 9.759572e+00 9.762862e+00 9.769142e+00
mu[1346] 9.794371e+00 9.798416e+00 9.806480e+00
mu[1347] 9.665025e+00 9.668493e+00 9.675483e+00
mu[1348] 9.613856e+00 9.617512e+00 9.624171e+00
mu[1349] 9.507807e+00 9.511987e+00 9.520123e+00
mu[1350] 9.691627e+00 9.695029e+00 9.701028e+00
mu[1351] 9.758166e+00 9.761659e+00 9.767336e+00
mu[1352] 9.711299e+00 9.714905e+00 9.721736e+00
mu[1353] 9.974177e+00 9.978313e+00 9.986381e+00
mu[1354] 9.865134e+00 9.868440e+00 9.874612e+00
mu[1355] 9.724704e+00 9.730461e+00 9.741094e+00
mu[1356] 9.754172e+00 9.757442e+00 9.763947e+00
mu[1357] 9.902840e+00 9.906427e+00 9.913423e+00
mu[1358] 9.824756e+00 9.828193e+00 9.834172e+00
mu[1359] 9.372943e+00 9.377202e+00 9.386569e+00
mu[1360] 9.229870e+00 9.233704e+00 9.240976e+00
mu[1361] 8.769151e+00 8.773053e+00 8.779718e+00
mu[1362] 8.681339e+00 8.686233e+00 8.695288e+00
mu[1363] 8.727475e+00 8.731861e+00 8.740659e+00
mu[1364] 8.495143e+00 8.500901e+00 8.510474e+00
mu[1365] 8.540929e+00 8.544747e+00 8.552635e+00
mu[1366] 8.061638e+00 8.066371e+00 8.074507e+00
mu[1367] 8.170999e+00 8.176246e+00 8.185967e+00
mu[1368] 7.888877e+00 7.893619e+00 7.902256e+00
mu[1369] 7.926024e+00 7.930449e+00 7.938689e+00
mu[1370] 7.722234e+00 7.728245e+00 7.739406e+00
mu[1371] 7.541935e+00 7.546995e+00 7.557059e+00
mu[1372] 8.021154e+00 8.026460e+00 8.036272e+00
mu[1373] 8.297381e+00 8.302217e+00 8.311908e+00
mu[1374] 7.994446e+00 7.999601e+00 8.009705e+00
mu[1375] 7.882092e+00 7.886503e+00 7.894517e+00
mu[1376] 7.771080e+00 7.775920e+00 7.785760e+00
mu[1377] 7.670749e+00 7.675419e+00 7.683449e+00
mu[1378] 7.760257e+00 7.764981e+00 7.774436e+00
mu[1379] 7.809387e+00 7.813932e+00 7.822918e+00
mu[1380] 7.479406e+00 7.485197e+00 7.496597e+00
mu[1381] 7.836854e+00 7.841838e+00 7.852075e+00
mu[1382] 8.132633e+00 8.137025e+00 8.145170e+00
mu[1383] 8.015615e+00 8.021178e+00 8.033103e+00
mu[1384] 8.464056e+00 8.468310e+00 8.476671e+00
mu[1385] 8.630701e+00 8.636160e+00 8.646073e+00
mu[1386] 8.433239e+00 8.437620e+00 8.445502e+00
mu[1387] 8.491601e+00 8.495872e+00 8.503810e+00
mu[1388] 8.417090e+00 8.421494e+00 8.430231e+00
mu[1389] 8.294276e+00 8.299791e+00 8.311702e+00
mu[1390] 8.374288e+00 8.378686e+00 8.386971e+00
mu[1391] 8.349127e+00 8.353506e+00 8.361898e+00
mu[1392] 8.251601e+00 8.255764e+00 8.263418e+00
mu[1393] 8.240869e+00 8.246729e+00 8.258159e+00
mu[1394] 8.123355e+00 8.128102e+00 8.137466e+00
mu[1395] 7.851149e+00 7.855798e+00 7.864764e+00
mu[1396] 8.241883e+00 8.247681e+00 8.259097e+00
mu[1397] 8.114588e+00 8.119282e+00 8.127883e+00
mu[1398] 8.780721e+00 8.784786e+00 8.793155e+00
mu[1399] 9.804129e+00 9.811420e+00 9.826451e+00
mu[1400] 9.355684e+00 9.360268e+00 9.370285e+00
mu[1401] 9.564331e+00 9.568684e+00 9.577724e+00
mu[1402] 9.826173e+00 9.831411e+00 9.841133e+00
mu[1403] 1.000052e+01 1.000376e+01 1.001015e+01
mu[1404] 9.883125e+00 9.887490e+00 9.895431e+00
mu[1405] 9.765369e+00 9.769932e+00 9.779457e+00
mu[1406] 9.789616e+00 9.794031e+00 9.803089e+00
mu[1407] 9.657047e+00 9.661198e+00 9.668608e+00
mu[1408] 9.756700e+00 9.761803e+00 9.771600e+00
mu[1409] 1.002046e+01 1.002509e+01 1.003404e+01
mu[1410] 9.964190e+00 9.968945e+00 9.977296e+00
mu[1411] 1.021878e+01 1.022506e+01 1.023739e+01
mu[1412] 1.011271e+01 1.011758e+01 1.012680e+01
mu[1413] 1.021202e+01 1.021515e+01 1.022064e+01
mu[1414] 1.090336e+01 1.091418e+01 1.093794e+01
mu[1415] 1.359350e+01 1.360224e+01 1.362023e+01
mu[1416] 1.328551e+01 1.329021e+01 1.329807e+01
mu[1417] 1.364935e+01 1.365285e+01 1.365905e+01
mu[1418] 1.376417e+01 1.377031e+01 1.378442e+01
mu[1419] 1.399552e+01 1.400469e+01 1.402340e+01
mu[1420] 1.473707e+01 1.474465e+01 1.476045e+01
mu[1421] 1.462733e+01 1.463103e+01 1.463807e+01
mu[1422] 1.450884e+01 1.451407e+01 1.452570e+01
mu[1423] 1.506115e+01 1.506678e+01 1.507649e+01
mu[1424] 1.849412e+01 1.851382e+01 1.855053e+01
mu[1425] 1.794619e+01 1.796306e+01 1.799828e+01
mu[1426] 1.727503e+01 1.728161e+01 1.729618e+01
mu[1427] 1.796149e+01 1.798048e+01 1.802085e+01
mu[1428] 1.803241e+01 1.804743e+01 1.807722e+01
mu[1429] 1.762733e+01 1.763500e+01 1.765131e+01
mu[1430] 1.779277e+01 1.779887e+01 1.781046e+01
mu[1431] 1.854687e+01 1.855795e+01 1.857840e+01
mu[1432] 1.851120e+01 1.852489e+01 1.855171e+01
mu[1433] 1.889642e+01 1.890800e+01 1.893352e+01
mu[1434] 1.840051e+01 1.840711e+01 1.841980e+01
mu[1435] 1.843535e+01 1.844302e+01 1.845823e+01
mu[1436] 1.823119e+01 1.824004e+01 1.825796e+01
mu[1437] 1.826653e+01 1.827317e+01 1.828542e+01
mu[1438] 1.783064e+01 1.784168e+01 1.786173e+01
mu[1439] 1.817640e+01 1.818339e+01 1.819838e+01
mu[1440] 1.776323e+01 1.776936e+01 1.778068e+01
mu[1441] 1.765987e+01 1.766717e+01 1.768114e+01
mu[1442] 1.698133e+01 1.699134e+01 1.700860e+01
mu[1443] 1.685952e+01 1.686563e+01 1.687899e+01
mu[1444] 1.698213e+01 1.699129e+01 1.701087e+01
mu[1445] 1.686893e+01 1.687692e+01 1.689347e+01
mu[1446] 1.585679e+01 1.586454e+01 1.587848e+01
mu[1447] 1.456198e+01 1.457432e+01 1.459620e+01
mu[1448] 1.443287e+01 1.443783e+01 1.444685e+01
mu[1449] 1.433662e+01 1.434042e+01 1.434747e+01
mu[1450] 1.347632e+01 1.348489e+01 1.350157e+01
mu[1451] 1.496928e+01 1.498588e+01 1.501493e+01
mu[1452] 1.471372e+01 1.472258e+01 1.474003e+01
mu[1453] 1.550729e+01 1.551163e+01 1.551973e+01
mu[1454] 1.542942e+01 1.543677e+01 1.544869e+01
mu[1455] 1.553329e+01 1.554295e+01 1.556312e+01
mu[1456] 1.594427e+01 1.595136e+01 1.596549e+01
mu[1457] 1.625049e+01 1.626023e+01 1.627805e+01
mu[1458] 1.580312e+01 1.580852e+01 1.581950e+01
mu[1459] 1.609499e+01 1.610370e+01 1.612189e+01
mu[1460] 1.628630e+01 1.629146e+01 1.629994e+01
y_rep[1] 1.651728e+01 1.660855e+01 1.689431e+01
y_rep[2] 1.685187e+01 1.694682e+01 1.725199e+01
y_rep[3] 1.640786e+01 1.649513e+01 1.679795e+01
y_rep[4] 1.709208e+01 1.718585e+01 1.752265e+01
y_rep[5] 1.715468e+01 1.724094e+01 1.751730e+01
y_rep[6] 1.768801e+01 1.778265e+01 1.806185e+01
y_rep[7] 1.734726e+01 1.743349e+01 1.773660e+01
y_rep[8] 1.763367e+01 1.773292e+01 1.799105e+01
y_rep[9] 1.735441e+01 1.743996e+01 1.774297e+01
y_rep[10] 1.780326e+01 1.788989e+01 1.816332e+01
y_rep[11] 1.800934e+01 1.810063e+01 1.841082e+01
y_rep[12] 1.914822e+01 1.924319e+01 1.958087e+01
y_rep[13] 1.895139e+01 1.903874e+01 1.934691e+01
y_rep[14] 1.843120e+01 1.852012e+01 1.889638e+01
y_rep[15] 1.750333e+01 1.760086e+01 1.789541e+01
y_rep[16] 1.688246e+01 1.697473e+01 1.728764e+01
y_rep[17] 1.719966e+01 1.728357e+01 1.755280e+01
y_rep[18] 1.746434e+01 1.755326e+01 1.783325e+01
y_rep[19] 1.719223e+01 1.728823e+01 1.757137e+01
y_rep[20] 1.648554e+01 1.657827e+01 1.685303e+01
y_rep[21] 1.624808e+01 1.633272e+01 1.667713e+01
y_rep[22] 1.638417e+01 1.646682e+01 1.677595e+01
y_rep[23] 1.634354e+01 1.643935e+01 1.672340e+01
y_rep[24] 1.683764e+01 1.692597e+01 1.723262e+01
y_rep[25] 1.692660e+01 1.702110e+01 1.729977e+01
y_rep[26] 1.619000e+01 1.627615e+01 1.658611e+01
y_rep[27] 1.606323e+01 1.615442e+01 1.643146e+01
y_rep[28] 1.584044e+01 1.594199e+01 1.621518e+01
y_rep[29] 1.544499e+01 1.553179e+01 1.584072e+01
y_rep[30] 1.523365e+01 1.533746e+01 1.569231e+01
y_rep[31] 1.532690e+01 1.540674e+01 1.568230e+01
y_rep[32] 1.467589e+01 1.476732e+01 1.508899e+01
y_rep[33] 1.415468e+01 1.424475e+01 1.455356e+01
y_rep[34] 1.392842e+01 1.401930e+01 1.432475e+01
y_rep[35] 1.322522e+01 1.331754e+01 1.367494e+01
y_rep[36] 1.317229e+01 1.325757e+01 1.356209e+01
y_rep[37] 1.361530e+01 1.370666e+01 1.408127e+01
y_rep[38] 1.480717e+01 1.490271e+01 1.523661e+01
y_rep[39] 1.521637e+01 1.530999e+01 1.564520e+01
y_rep[40] 1.478843e+01 1.487648e+01 1.518525e+01
y_rep[41] 1.468615e+01 1.478133e+01 1.510274e+01
y_rep[42] 1.490046e+01 1.498887e+01 1.532151e+01
y_rep[43] 1.475342e+01 1.484373e+01 1.511002e+01
y_rep[44] 1.523180e+01 1.531844e+01 1.559045e+01
y_rep[45] 1.463834e+01 1.472554e+01 1.508650e+01
y_rep[46] 1.376563e+01 1.385580e+01 1.414852e+01
y_rep[47] 1.360756e+01 1.370503e+01 1.398567e+01
y_rep[48] 1.381153e+01 1.389465e+01 1.419777e+01
y_rep[49] 1.449698e+01 1.458703e+01 1.490500e+01
y_rep[50] 1.494066e+01 1.502625e+01 1.531329e+01
y_rep[51] 1.501576e+01 1.510322e+01 1.539810e+01
y_rep[52] 1.440797e+01 1.450443e+01 1.480993e+01
y_rep[53] 1.424450e+01 1.433041e+01 1.461129e+01
y_rep[54] 1.432479e+01 1.441330e+01 1.467615e+01
y_rep[55] 1.424122e+01 1.432814e+01 1.465977e+01
y_rep[56] 1.432723e+01 1.441547e+01 1.471147e+01
y_rep[57] 1.449840e+01 1.458907e+01 1.489362e+01
y_rep[58] 1.471581e+01 1.480532e+01 1.510903e+01
y_rep[59] 1.411686e+01 1.421947e+01 1.451176e+01
y_rep[60] 1.394839e+01 1.403755e+01 1.434570e+01
y_rep[61] 1.307883e+01 1.317064e+01 1.344929e+01
y_rep[62] 1.303563e+01 1.312340e+01 1.340549e+01
y_rep[63] 1.415975e+01 1.425278e+01 1.454814e+01
y_rep[64] 1.398428e+01 1.407264e+01 1.435285e+01
y_rep[65] 1.357931e+01 1.367461e+01 1.398657e+01
y_rep[66] 1.328705e+01 1.337296e+01 1.372216e+01
y_rep[67] 1.338563e+01 1.348216e+01 1.383594e+01
y_rep[68] 1.355644e+01 1.364853e+01 1.400782e+01
y_rep[69] 1.387975e+01 1.396451e+01 1.426794e+01
y_rep[70] 1.402995e+01 1.411792e+01 1.445372e+01
y_rep[71] 1.381875e+01 1.390474e+01 1.419443e+01
y_rep[72] 1.288954e+01 1.297798e+01 1.322449e+01
y_rep[73] 1.234317e+01 1.243332e+01 1.274269e+01
y_rep[74] 1.226228e+01 1.235487e+01 1.266743e+01
y_rep[75] 1.219292e+01 1.227696e+01 1.255682e+01
y_rep[76] 1.292875e+01 1.302376e+01 1.331046e+01
y_rep[77] 1.295533e+01 1.304635e+01 1.335881e+01
y_rep[78] 1.285515e+01 1.295407e+01 1.327137e+01
y_rep[79] 1.240122e+01 1.249637e+01 1.277804e+01
y_rep[80] 1.238548e+01 1.247061e+01 1.282115e+01
y_rep[81] 1.234045e+01 1.243118e+01 1.273915e+01
y_rep[82] 1.249474e+01 1.258872e+01 1.289533e+01
y_rep[83] 1.268640e+01 1.277481e+01 1.305869e+01
y_rep[84] 1.295916e+01 1.304413e+01 1.339221e+01
y_rep[85] 1.261685e+01 1.270726e+01 1.301015e+01
y_rep[86] 1.209407e+01 1.218994e+01 1.249835e+01
y_rep[87] 1.284396e+01 1.293821e+01 1.323120e+01
y_rep[88] 1.312385e+01 1.320953e+01 1.354399e+01
y_rep[89] 1.308563e+01 1.317764e+01 1.350291e+01
y_rep[90] 1.380504e+01 1.388638e+01 1.420237e+01
y_rep[91] 1.380158e+01 1.388455e+01 1.416729e+01
y_rep[92] 1.345525e+01 1.355992e+01 1.388524e+01
y_rep[93] 1.313803e+01 1.322735e+01 1.355124e+01
y_rep[94] 1.337920e+01 1.346538e+01 1.378360e+01
y_rep[95] 1.338385e+01 1.347182e+01 1.378906e+01
y_rep[96] 1.359036e+01 1.368503e+01 1.399163e+01
y_rep[97] 1.374324e+01 1.383126e+01 1.409158e+01
y_rep[98] 1.349540e+01 1.358553e+01 1.383802e+01
y_rep[99] 1.303514e+01 1.312748e+01 1.344507e+01
y_rep[100] 1.280708e+01 1.289663e+01 1.319052e+01
y_rep[101] 1.278483e+01 1.286766e+01 1.316346e+01
y_rep[102] 1.318889e+01 1.328231e+01 1.362907e+01
y_rep[103] 1.414366e+01 1.423188e+01 1.453311e+01
y_rep[104] 1.369777e+01 1.378928e+01 1.406543e+01
y_rep[105] 1.345971e+01 1.355283e+01 1.383510e+01
y_rep[106] 1.336782e+01 1.346420e+01 1.378100e+01
y_rep[107] 1.287704e+01 1.296708e+01 1.326575e+01
y_rep[108] 1.295094e+01 1.303916e+01 1.335510e+01
y_rep[109] 1.348078e+01 1.357252e+01 1.390455e+01
y_rep[110] 1.341067e+01 1.350209e+01 1.379490e+01
y_rep[111] 1.285830e+01 1.295442e+01 1.323821e+01
y_rep[112] 1.279301e+01 1.288090e+01 1.319346e+01
y_rep[113] 1.186750e+01 1.195702e+01 1.224182e+01
y_rep[114] 1.138079e+01 1.147419e+01 1.178222e+01
y_rep[115] 1.156670e+01 1.166205e+01 1.195963e+01
y_rep[116] 1.210380e+01 1.219219e+01 1.249626e+01
y_rep[117] 1.208271e+01 1.216974e+01 1.243087e+01
y_rep[118] 1.167924e+01 1.177314e+01 1.204616e+01
y_rep[119] 1.154587e+01 1.163673e+01 1.190737e+01
y_rep[120] 1.119871e+01 1.128439e+01 1.156497e+01
y_rep[121] 1.116375e+01 1.125040e+01 1.159252e+01
y_rep[122] 1.162229e+01 1.170789e+01 1.199003e+01
y_rep[123] 1.197857e+01 1.207336e+01 1.238633e+01
y_rep[124] 1.208862e+01 1.217698e+01 1.245086e+01
y_rep[125] 1.197275e+01 1.206032e+01 1.234179e+01
y_rep[126] 1.146848e+01 1.155511e+01 1.188876e+01
y_rep[127] 1.111484e+01 1.120359e+01 1.154403e+01
y_rep[128] 1.123314e+01 1.133009e+01 1.158918e+01
y_rep[129] 1.128826e+01 1.138834e+01 1.167649e+01
y_rep[130] 1.147081e+01 1.156112e+01 1.184004e+01
y_rep[131] 1.144288e+01 1.153669e+01 1.183805e+01
y_rep[132] 1.085866e+01 1.095108e+01 1.128862e+01
y_rep[133] 1.056605e+01 1.065737e+01 1.097363e+01
y_rep[134] 1.069309e+01 1.077958e+01 1.109051e+01
y_rep[135] 1.090688e+01 1.099315e+01 1.130245e+01
y_rep[136] 1.078379e+01 1.087053e+01 1.119274e+01
y_rep[137] 1.153868e+01 1.163648e+01 1.199438e+01
y_rep[138] 1.151237e+01 1.160061e+01 1.189438e+01
y_rep[139] 1.108595e+01 1.117267e+01 1.150254e+01
y_rep[140] 1.080954e+01 1.091005e+01 1.118184e+01
y_rep[141] 1.164254e+01 1.173281e+01 1.201577e+01
y_rep[142] 1.124486e+01 1.134157e+01 1.166406e+01
y_rep[143] 1.135262e+01 1.145908e+01 1.175139e+01
y_rep[144] 1.129513e+01 1.137854e+01 1.169028e+01
y_rep[145] 1.053523e+01 1.063209e+01 1.096659e+01
y_rep[146] 1.024618e+01 1.034124e+01 1.063790e+01
y_rep[147] 1.027554e+01 1.036509e+01 1.068202e+01
y_rep[148] 1.064829e+01 1.073980e+01 1.101348e+01
y_rep[149] 1.057653e+01 1.066639e+01 1.099349e+01
y_rep[150] 1.085307e+01 1.093889e+01 1.125743e+01
y_rep[151] 1.071092e+01 1.079921e+01 1.109698e+01
y_rep[152] 1.065176e+01 1.075267e+01 1.107112e+01
y_rep[153] 1.019221e+01 1.028580e+01 1.062666e+01
y_rep[154] 1.002121e+01 1.010457e+01 1.044932e+01
y_rep[155] 1.020194e+01 1.028663e+01 1.059261e+01
y_rep[156] 1.090640e+01 1.099486e+01 1.132191e+01
y_rep[157] 1.117906e+01 1.126852e+01 1.157423e+01
y_rep[158] 1.132729e+01 1.141633e+01 1.173728e+01
y_rep[159] 1.118335e+01 1.126953e+01 1.157637e+01
y_rep[160] 1.045320e+01 1.054586e+01 1.087469e+01
y_rep[161] 1.028364e+01 1.036716e+01 1.067060e+01
y_rep[162] 1.077923e+01 1.085788e+01 1.113535e+01
y_rep[163] 1.089732e+01 1.099178e+01 1.131920e+01
y_rep[164] 1.083572e+01 1.092141e+01 1.124871e+01
y_rep[165] 1.079323e+01 1.088655e+01 1.116815e+01
y_rep[166] 1.091977e+01 1.100401e+01 1.128082e+01
y_rep[167] 1.071710e+01 1.080369e+01 1.113020e+01
y_rep[168] 1.062371e+01 1.070924e+01 1.099124e+01
y_rep[169] 1.329464e+01 1.339606e+01 1.371516e+01
y_rep[170] 1.748958e+01 1.759238e+01 1.787950e+01
y_rep[171] 1.648531e+01 1.657818e+01 1.693865e+01
y_rep[172] 1.665936e+01 1.674391e+01 1.703378e+01
y_rep[173] 1.692761e+01 1.702000e+01 1.734279e+01
y_rep[174] 1.699359e+01 1.708241e+01 1.741519e+01
y_rep[175] 1.758704e+01 1.768132e+01 1.802194e+01
y_rep[176] 1.787505e+01 1.796180e+01 1.827248e+01
y_rep[177] 1.722043e+01 1.731352e+01 1.755560e+01
y_rep[178] 1.738948e+01 1.748818e+01 1.782408e+01
y_rep[179] 1.761150e+01 1.770519e+01 1.799107e+01
y_rep[180] 1.736745e+01 1.745949e+01 1.777486e+01
y_rep[181] 1.720876e+01 1.729543e+01 1.758543e+01
y_rep[182] 1.725065e+01 1.733741e+01 1.768710e+01
y_rep[183] 1.687327e+01 1.697188e+01 1.731632e+01
y_rep[184] 1.732796e+01 1.741538e+01 1.770354e+01
y_rep[185] 1.751029e+01 1.760772e+01 1.789391e+01
y_rep[186] 1.709559e+01 1.718707e+01 1.747296e+01
y_rep[187] 1.711626e+01 1.720685e+01 1.752521e+01
y_rep[188] 1.710523e+01 1.719873e+01 1.749013e+01
y_rep[189] 1.754828e+01 1.763289e+01 1.793208e+01
y_rep[190] 1.767281e+01 1.775979e+01 1.805140e+01
y_rep[191] 1.871394e+01 1.880198e+01 1.912538e+01
y_rep[192] 1.725382e+01 1.735597e+01 1.764094e+01
y_rep[193] 1.433462e+01 1.442337e+01 1.477120e+01
y_rep[194] 1.420124e+01 1.429158e+01 1.460234e+01
y_rep[195] 1.382839e+01 1.391216e+01 1.418512e+01
y_rep[196] 1.312415e+01 1.322291e+01 1.357879e+01
y_rep[197] 1.291727e+01 1.300559e+01 1.329256e+01
y_rep[198] 1.321839e+01 1.330931e+01 1.359069e+01
y_rep[199] 1.394805e+01 1.404114e+01 1.436254e+01
y_rep[200] 1.391678e+01 1.401698e+01 1.435441e+01
y_rep[201] 1.363795e+01 1.373023e+01 1.400979e+01
y_rep[202] 1.316508e+01 1.324656e+01 1.353598e+01
y_rep[203] 1.304157e+01 1.313280e+01 1.338694e+01
y_rep[204] 1.441120e+01 1.450269e+01 1.478890e+01
y_rep[205] 1.554499e+01 1.563646e+01 1.590379e+01
y_rep[206] 1.546185e+01 1.554591e+01 1.585996e+01
y_rep[207] 1.513657e+01 1.522652e+01 1.559374e+01
y_rep[208] 1.517212e+01 1.525790e+01 1.557821e+01
y_rep[209] 1.473930e+01 1.483448e+01 1.514084e+01
y_rep[210] 1.478799e+01 1.487473e+01 1.518760e+01
y_rep[211] 1.483034e+01 1.492134e+01 1.523327e+01
y_rep[212] 1.493278e+01 1.503331e+01 1.535100e+01
y_rep[213] 1.446260e+01 1.455408e+01 1.489142e+01
y_rep[214] 1.406864e+01 1.415424e+01 1.448276e+01
y_rep[215] 1.363820e+01 1.372810e+01 1.407994e+01
y_rep[216] 1.344081e+01 1.353277e+01 1.384198e+01
y_rep[217] 1.355395e+01 1.364710e+01 1.397131e+01
y_rep[218] 1.408611e+01 1.417408e+01 1.452612e+01
y_rep[219] 1.435589e+01 1.444857e+01 1.478114e+01
y_rep[220] 1.419212e+01 1.428392e+01 1.456195e+01
y_rep[221] 1.374594e+01 1.383027e+01 1.416698e+01
y_rep[222] 1.314445e+01 1.323228e+01 1.350887e+01
y_rep[223] 1.316573e+01 1.324966e+01 1.352405e+01
y_rep[224] 1.316244e+01 1.325513e+01 1.355427e+01
y_rep[225] 1.360953e+01 1.369782e+01 1.400498e+01
y_rep[226] 1.328960e+01 1.338809e+01 1.368650e+01
y_rep[227] 1.271496e+01 1.280490e+01 1.310849e+01
y_rep[228] 1.194426e+01 1.202389e+01 1.228515e+01
y_rep[229] 1.171763e+01 1.180737e+01 1.206932e+01
y_rep[230] 1.150113e+01 1.159834e+01 1.187310e+01
y_rep[231] 1.164110e+01 1.172403e+01 1.199721e+01
y_rep[232] 1.261418e+01 1.270240e+01 1.301799e+01
y_rep[233] 1.261247e+01 1.270288e+01 1.301012e+01
y_rep[234] 1.214831e+01 1.223692e+01 1.254867e+01
y_rep[235] 1.235373e+01 1.244835e+01 1.276362e+01
y_rep[236] 1.260059e+01 1.268661e+01 1.299091e+01
y_rep[237] 1.264208e+01 1.272846e+01 1.300632e+01
y_rep[238] 1.260838e+01 1.269351e+01 1.298248e+01
y_rep[239] 1.347608e+01 1.355765e+01 1.387071e+01
y_rep[240] 1.403894e+01 1.413445e+01 1.440181e+01
y_rep[241] 1.351709e+01 1.361048e+01 1.397514e+01
y_rep[242] 1.345054e+01 1.353531e+01 1.383084e+01
y_rep[243] 1.351891e+01 1.360394e+01 1.393825e+01
y_rep[244] 1.356072e+01 1.365053e+01 1.397964e+01
y_rep[245] 1.385167e+01 1.394178e+01 1.434207e+01
y_rep[246] 1.444870e+01 1.453828e+01 1.483989e+01
y_rep[247] 1.405993e+01 1.415355e+01 1.444203e+01
y_rep[248] 1.369270e+01 1.378163e+01 1.412263e+01
y_rep[249] 1.383154e+01 1.392448e+01 1.421455e+01
y_rep[250] 1.352790e+01 1.361613e+01 1.393808e+01
y_rep[251] 1.415272e+01 1.424280e+01 1.452713e+01
y_rep[252] 1.454545e+01 1.463625e+01 1.494779e+01
y_rep[253] 1.456498e+01 1.464991e+01 1.495201e+01
y_rep[254] 1.414858e+01 1.423651e+01 1.451663e+01
y_rep[255] 1.373289e+01 1.383532e+01 1.415408e+01
y_rep[256] 1.370368e+01 1.380247e+01 1.408424e+01
y_rep[257] 1.393923e+01 1.403210e+01 1.430367e+01
y_rep[258] 1.393479e+01 1.402961e+01 1.435512e+01
y_rep[259] 1.362169e+01 1.370992e+01 1.401506e+01
y_rep[260] 1.359324e+01 1.368608e+01 1.395226e+01
y_rep[261] 1.351077e+01 1.360190e+01 1.395620e+01
y_rep[262] 1.241126e+01 1.250647e+01 1.280700e+01
y_rep[263] 1.211892e+01 1.220858e+01 1.249611e+01
y_rep[264] 1.236903e+01 1.246023e+01 1.273377e+01
y_rep[265] 1.245292e+01 1.254318e+01 1.282564e+01
y_rep[266] 1.343398e+01 1.352330e+01 1.381595e+01
y_rep[267] 1.317077e+01 1.326436e+01 1.358998e+01
y_rep[268] 1.270838e+01 1.278893e+01 1.308859e+01
y_rep[269] 1.258442e+01 1.267350e+01 1.297859e+01
y_rep[270] 1.303619e+01 1.312650e+01 1.344489e+01
y_rep[271] 1.353811e+01 1.363516e+01 1.396461e+01
y_rep[272] 1.376005e+01 1.384767e+01 1.411427e+01
y_rep[273] 1.356328e+01 1.365668e+01 1.393355e+01
y_rep[274] 1.347202e+01 1.356532e+01 1.387903e+01
y_rep[275] 1.282262e+01 1.291804e+01 1.322284e+01
y_rep[276] 1.266064e+01 1.274715e+01 1.304701e+01
y_rep[277] 1.269929e+01 1.279280e+01 1.308413e+01
y_rep[278] 1.286128e+01 1.295436e+01 1.328213e+01
y_rep[279] 1.285337e+01 1.294536e+01 1.323400e+01
y_rep[280] 1.291806e+01 1.300476e+01 1.329500e+01
y_rep[281] 1.280458e+01 1.289594e+01 1.316564e+01
y_rep[282] 1.262552e+01 1.271729e+01 1.298975e+01
y_rep[283] 1.323887e+01 1.332247e+01 1.367815e+01
y_rep[284] 1.308850e+01 1.317542e+01 1.348788e+01
y_rep[285] 1.359385e+01 1.367933e+01 1.400015e+01
y_rep[286] 1.368685e+01 1.377454e+01 1.406792e+01
y_rep[287] 1.348234e+01 1.357682e+01 1.387608e+01
y_rep[288] 1.320190e+01 1.329822e+01 1.358720e+01
y_rep[289] 1.281856e+01 1.291726e+01 1.320101e+01
y_rep[290] 1.272427e+01 1.281010e+01 1.309117e+01
y_rep[291] 1.289621e+01 1.298722e+01 1.332811e+01
y_rep[292] 1.306094e+01 1.314795e+01 1.342543e+01
y_rep[293] 1.279978e+01 1.289655e+01 1.320060e+01
y_rep[294] 1.264559e+01 1.273849e+01 1.311850e+01
y_rep[295] 1.295376e+01 1.305037e+01 1.339959e+01
y_rep[296] 1.346978e+01 1.355948e+01 1.382148e+01
y_rep[297] 1.316753e+01 1.325909e+01 1.355564e+01
y_rep[298] 1.451906e+01 1.461017e+01 1.488858e+01
y_rep[299] 1.464129e+01 1.473133e+01 1.499142e+01
y_rep[300] 1.493557e+01 1.503168e+01 1.537752e+01
y_rep[301] 1.488531e+01 1.497691e+01 1.527115e+01
y_rep[302] 1.488384e+01 1.498071e+01 1.530162e+01
y_rep[303] 1.477897e+01 1.486468e+01 1.518761e+01
y_rep[304] 1.488845e+01 1.497408e+01 1.529600e+01
y_rep[305] 1.485151e+01 1.494448e+01 1.520929e+01
y_rep[306] 1.461449e+01 1.470246e+01 1.504533e+01
y_rep[307] 1.463325e+01 1.472248e+01 1.497500e+01
y_rep[308] 1.461439e+01 1.470142e+01 1.498724e+01
y_rep[309] 1.555174e+01 1.564888e+01 1.595935e+01
y_rep[310] 1.601555e+01 1.610565e+01 1.639330e+01
y_rep[311] 1.575785e+01 1.584996e+01 1.620890e+01
y_rep[312] 1.570835e+01 1.579929e+01 1.610057e+01
y_rep[313] 1.586599e+01 1.596356e+01 1.630395e+01
y_rep[314] 1.568866e+01 1.577434e+01 1.604091e+01
y_rep[315] 1.534653e+01 1.543820e+01 1.575560e+01
y_rep[316] 1.523134e+01 1.532091e+01 1.566770e+01
y_rep[317] 1.491580e+01 1.500561e+01 1.537146e+01
y_rep[318] 1.472078e+01 1.481209e+01 1.514147e+01
y_rep[319] 1.481365e+01 1.490201e+01 1.518782e+01
y_rep[320] 1.407283e+01 1.416845e+01 1.444073e+01
y_rep[321] 1.314380e+01 1.322986e+01 1.353741e+01
y_rep[322] 1.307930e+01 1.317259e+01 1.349649e+01
y_rep[323] 1.258534e+01 1.267948e+01 1.300199e+01
y_rep[324] 1.282375e+01 1.291348e+01 1.322591e+01
y_rep[325] 1.312966e+01 1.322395e+01 1.351311e+01
y_rep[326] 1.324078e+01 1.332916e+01 1.364489e+01
y_rep[327] 1.356893e+01 1.365763e+01 1.398774e+01
y_rep[328] 1.349429e+01 1.358739e+01 1.389688e+01
y_rep[329] 1.351547e+01 1.360906e+01 1.388975e+01
y_rep[330] 1.354056e+01 1.362779e+01 1.391584e+01
y_rep[331] 1.357431e+01 1.366913e+01 1.400434e+01
y_rep[332] 1.289578e+01 1.298809e+01 1.327311e+01
y_rep[333] 1.346829e+01 1.355425e+01 1.387623e+01
y_rep[334] 1.361137e+01 1.370631e+01 1.403092e+01
y_rep[335] 1.340787e+01 1.350242e+01 1.383555e+01
y_rep[336] 1.321244e+01 1.330645e+01 1.358559e+01
y_rep[337] 1.318103e+01 1.326953e+01 1.352468e+01
y_rep[338] 1.369095e+01 1.377911e+01 1.408253e+01
y_rep[339] 1.387899e+01 1.396691e+01 1.425668e+01
y_rep[340] 1.415670e+01 1.423996e+01 1.452888e+01
y_rep[341] 1.381649e+01 1.390772e+01 1.424811e+01
y_rep[342] 1.394771e+01 1.403388e+01 1.437426e+01
y_rep[343] 1.422280e+01 1.431507e+01 1.466254e+01
y_rep[344] 1.403264e+01 1.411565e+01 1.448731e+01
y_rep[345] 1.425751e+01 1.435199e+01 1.467100e+01
y_rep[346] 1.452031e+01 1.461400e+01 1.493191e+01
y_rep[347] 1.406424e+01 1.415198e+01 1.445978e+01
y_rep[348] 1.398746e+01 1.408369e+01 1.438660e+01
y_rep[349] 1.381346e+01 1.389860e+01 1.420473e+01
y_rep[350] 1.388300e+01 1.397414e+01 1.430686e+01
y_rep[351] 1.398273e+01 1.407076e+01 1.440276e+01
y_rep[352] 1.445175e+01 1.454261e+01 1.485557e+01
y_rep[353] 1.447799e+01 1.456942e+01 1.487459e+01
y_rep[354] 1.531597e+01 1.541063e+01 1.572443e+01
y_rep[355] 1.535217e+01 1.544341e+01 1.578353e+01
y_rep[356] 1.539796e+01 1.548643e+01 1.581587e+01
y_rep[357] 1.733991e+01 1.743539e+01 1.779825e+01
y_rep[358] 1.906914e+01 1.916426e+01 1.945843e+01
y_rep[359] 1.821387e+01 1.830038e+01 1.861058e+01
y_rep[360] 1.904099e+01 1.912479e+01 1.942118e+01
y_rep[361] 1.897319e+01 1.906833e+01 1.935222e+01
y_rep[362] 1.908596e+01 1.917403e+01 1.949060e+01
y_rep[363] 2.008128e+01 2.017611e+01 2.048445e+01
y_rep[364] 2.046804e+01 2.055772e+01 2.084608e+01
y_rep[365] 2.008740e+01 2.018718e+01 2.052676e+01
y_rep[366] 2.031027e+01 2.040231e+01 2.070155e+01
y_rep[367] 2.104465e+01 2.113344e+01 2.146243e+01
y_rep[368] 2.093935e+01 2.102840e+01 2.133214e+01
y_rep[369] 2.143620e+01 2.152529e+01 2.186485e+01
y_rep[370] 2.180339e+01 2.189522e+01 2.217626e+01
y_rep[371] 2.136515e+01 2.145376e+01 2.176230e+01
y_rep[372] 2.195292e+01 2.204887e+01 2.233859e+01
y_rep[373] 2.218111e+01 2.227211e+01 2.255267e+01
y_rep[374] 2.191705e+01 2.200755e+01 2.234674e+01
y_rep[375] 2.195049e+01 2.204601e+01 2.229905e+01
y_rep[376] 2.205977e+01 2.215392e+01 2.244452e+01
y_rep[377] 2.194311e+01 2.203501e+01 2.232869e+01
y_rep[378] 2.189276e+01 2.198062e+01 2.228401e+01
y_rep[379] 2.158125e+01 2.167145e+01 2.196381e+01
y_rep[380] 1.954949e+01 1.964835e+01 1.992341e+01
y_rep[381] 1.996484e+01 2.005477e+01 2.035148e+01
y_rep[382] 2.066710e+01 2.076178e+01 2.109224e+01
y_rep[383] 2.030682e+01 2.039551e+01 2.069513e+01
y_rep[384] 1.999834e+01 2.008987e+01 2.040335e+01
y_rep[385] 1.980046e+01 1.989399e+01 2.018511e+01
y_rep[386] 1.936768e+01 1.946224e+01 1.984008e+01
y_rep[387] 1.985954e+01 1.995030e+01 2.028299e+01
y_rep[388] 2.034623e+01 2.043296e+01 2.079463e+01
y_rep[389] 2.001687e+01 2.011047e+01 2.044544e+01
y_rep[390] 1.947090e+01 1.955934e+01 1.989316e+01
y_rep[391] 1.928534e+01 1.937588e+01 1.974857e+01
y_rep[392] 1.860184e+01 1.868805e+01 1.897974e+01
y_rep[393] 1.891849e+01 1.900896e+01 1.931748e+01
y_rep[394] 1.894905e+01 1.903901e+01 1.931802e+01
y_rep[395] 1.857715e+01 1.867245e+01 1.901908e+01
y_rep[396] 1.809499e+01 1.818716e+01 1.851614e+01
y_rep[397] 1.803210e+01 1.812271e+01 1.843625e+01
y_rep[398] 1.802796e+01 1.812206e+01 1.843518e+01
y_rep[399] 1.790726e+01 1.799420e+01 1.828664e+01
y_rep[400] 1.751143e+01 1.759857e+01 1.790855e+01
y_rep[401] 1.769445e+01 1.778274e+01 1.812582e+01
y_rep[402] 1.757419e+01 1.767060e+01 1.798797e+01
y_rep[403] 1.727545e+01 1.736529e+01 1.768995e+01
y_rep[404] 1.675173e+01 1.684141e+01 1.716179e+01
y_rep[405] 1.596132e+01 1.605078e+01 1.633202e+01
y_rep[406] 1.608612e+01 1.618713e+01 1.648590e+01
y_rep[407] 1.639645e+01 1.649032e+01 1.679926e+01
y_rep[408] 1.621436e+01 1.630323e+01 1.659265e+01
y_rep[409] 1.595350e+01 1.605668e+01 1.630904e+01
y_rep[410] 1.537994e+01 1.547141e+01 1.575732e+01
y_rep[411] 1.513986e+01 1.523219e+01 1.555493e+01
y_rep[412] 1.532540e+01 1.541758e+01 1.574172e+01
y_rep[413] 1.532935e+01 1.541625e+01 1.572276e+01
y_rep[414] 1.503454e+01 1.512236e+01 1.544700e+01
y_rep[415] 1.496944e+01 1.506325e+01 1.533875e+01
y_rep[416] 1.512477e+01 1.521306e+01 1.553586e+01
y_rep[417] 1.482341e+01 1.491392e+01 1.526077e+01
y_rep[418] 1.506358e+01 1.515508e+01 1.551695e+01
y_rep[419] 1.606628e+01 1.615229e+01 1.643715e+01
y_rep[420] 1.586412e+01 1.595269e+01 1.625725e+01
y_rep[421] 1.564713e+01 1.574323e+01 1.605641e+01
y_rep[422] 1.528112e+01 1.536820e+01 1.565269e+01
y_rep[423] 1.493130e+01 1.501904e+01 1.532740e+01
y_rep[424] 1.544342e+01 1.553396e+01 1.580043e+01
y_rep[425] 1.589930e+01 1.598393e+01 1.627924e+01
y_rep[426] 1.590048e+01 1.598580e+01 1.628198e+01
y_rep[427] 1.590519e+01 1.599950e+01 1.631182e+01
y_rep[428] 1.601182e+01 1.609835e+01 1.639287e+01
y_rep[429] 1.572288e+01 1.581749e+01 1.611059e+01
y_rep[430] 1.579070e+01 1.587592e+01 1.618610e+01
y_rep[431] 1.613011e+01 1.622823e+01 1.656737e+01
y_rep[432] 1.592553e+01 1.601448e+01 1.633445e+01
y_rep[433] 1.616736e+01 1.626355e+01 1.652634e+01
y_rep[434] 1.647062e+01 1.656584e+01 1.691208e+01
y_rep[435] 1.618132e+01 1.628113e+01 1.661415e+01
y_rep[436] 1.590231e+01 1.599621e+01 1.635547e+01
y_rep[437] 1.630862e+01 1.640706e+01 1.673111e+01
y_rep[438] 1.591014e+01 1.600054e+01 1.634025e+01
y_rep[439] 1.571383e+01 1.581106e+01 1.613005e+01
y_rep[440] 1.576893e+01 1.586154e+01 1.615312e+01
y_rep[441] 1.562591e+01 1.571676e+01 1.600264e+01
y_rep[442] 1.528453e+01 1.537704e+01 1.566841e+01
y_rep[443] 1.549746e+01 1.559395e+01 1.593329e+01
y_rep[444] 1.517673e+01 1.526550e+01 1.555062e+01
y_rep[445] 1.512477e+01 1.521651e+01 1.556260e+01
y_rep[446] 1.573104e+01 1.582501e+01 1.610575e+01
y_rep[447] 1.567656e+01 1.576562e+01 1.609443e+01
y_rep[448] 1.471719e+01 1.481253e+01 1.508351e+01
y_rep[449] 1.486871e+01 1.496335e+01 1.526198e+01
y_rep[450] 1.467288e+01 1.476866e+01 1.512839e+01
y_rep[451] 1.443220e+01 1.452265e+01 1.484369e+01
y_rep[452] 1.435151e+01 1.444605e+01 1.474496e+01
y_rep[453] 1.399827e+01 1.408537e+01 1.437931e+01
y_rep[454] 1.362593e+01 1.371963e+01 1.402218e+01
y_rep[455] 1.483458e+01 1.492493e+01 1.526929e+01
y_rep[456] 1.488715e+01 1.497383e+01 1.525579e+01
y_rep[457] 1.472926e+01 1.481908e+01 1.512240e+01
y_rep[458] 1.485529e+01 1.495012e+01 1.527532e+01
y_rep[459] 1.494500e+01 1.503390e+01 1.534103e+01
y_rep[460] 1.445039e+01 1.452879e+01 1.480400e+01
y_rep[461] 1.481168e+01 1.489739e+01 1.517992e+01
y_rep[462] 1.456271e+01 1.465425e+01 1.492395e+01
y_rep[463] 1.413742e+01 1.422962e+01 1.453098e+01
y_rep[464] 1.412001e+01 1.421201e+01 1.449414e+01
y_rep[465] 1.384041e+01 1.392317e+01 1.425971e+01
y_rep[466] 1.384410e+01 1.393041e+01 1.423828e+01
y_rep[467] 1.541778e+01 1.551101e+01 1.581147e+01
y_rep[468] 1.506047e+01 1.514702e+01 1.539400e+01
y_rep[469] 1.523714e+01 1.532741e+01 1.568979e+01
y_rep[470] 1.570376e+01 1.579536e+01 1.611911e+01
y_rep[471] 1.596287e+01 1.605033e+01 1.635060e+01
y_rep[472] 1.562146e+01 1.571315e+01 1.597990e+01
y_rep[473] 1.908756e+01 1.918377e+01 1.945785e+01
y_rep[474] 2.214139e+01 2.223216e+01 2.255660e+01
y_rep[475] 2.179184e+01 2.188682e+01 2.217336e+01
y_rep[476] 2.182620e+01 2.191670e+01 2.222381e+01
y_rep[477] 2.157335e+01 2.167359e+01 2.204239e+01
y_rep[478] 2.060606e+01 2.069020e+01 2.097059e+01
y_rep[479] 2.144294e+01 2.153862e+01 2.187333e+01
y_rep[480] 2.124959e+01 2.133950e+01 2.165217e+01
y_rep[481] 2.108404e+01 2.117901e+01 2.151673e+01
y_rep[482] 2.102586e+01 2.111438e+01 2.142667e+01
y_rep[483] 2.127980e+01 2.137674e+01 2.171141e+01
y_rep[484] 2.132532e+01 2.141956e+01 2.171754e+01
y_rep[485] 2.159706e+01 2.169313e+01 2.196674e+01
y_rep[486] 2.179670e+01 2.189287e+01 2.220882e+01
y_rep[487] 2.141487e+01 2.151236e+01 2.180626e+01
y_rep[488] 2.237624e+01 2.247138e+01 2.278720e+01
y_rep[489] 2.216533e+01 2.225179e+01 2.253188e+01
y_rep[490] 2.145530e+01 2.154382e+01 2.182589e+01
y_rep[491] 2.150391e+01 2.159511e+01 2.191032e+01
y_rep[492] 2.120575e+01 2.129870e+01 2.160934e+01
y_rep[493] 2.077240e+01 2.086883e+01 2.117810e+01
y_rep[494] 2.113999e+01 2.123031e+01 2.156408e+01
y_rep[495] 2.098092e+01 2.107638e+01 2.144589e+01
y_rep[496] 1.906808e+01 1.915841e+01 1.945627e+01
y_rep[497] 1.585032e+01 1.594359e+01 1.624489e+01
y_rep[498] 1.644305e+01 1.654977e+01 1.686365e+01
y_rep[499] 1.663871e+01 1.672732e+01 1.702677e+01
y_rep[500] 1.570249e+01 1.579345e+01 1.606325e+01
y_rep[501] 1.585155e+01 1.594054e+01 1.630878e+01
y_rep[502] 1.543754e+01 1.553367e+01 1.582713e+01
y_rep[503] 1.562639e+01 1.571320e+01 1.601203e+01
y_rep[504] 1.564752e+01 1.573827e+01 1.602885e+01
y_rep[505] 1.526439e+01 1.536074e+01 1.566597e+01
y_rep[506] 1.495508e+01 1.504531e+01 1.537655e+01
y_rep[507] 1.478041e+01 1.486890e+01 1.522382e+01
y_rep[508] 1.420057e+01 1.428800e+01 1.462933e+01
y_rep[509] 1.449007e+01 1.457323e+01 1.487485e+01
y_rep[510] 1.413804e+01 1.422136e+01 1.449263e+01
y_rep[511] 1.356455e+01 1.365329e+01 1.396112e+01
y_rep[512] 1.369994e+01 1.379329e+01 1.408731e+01
y_rep[513] 1.326603e+01 1.335841e+01 1.367499e+01
y_rep[514] 1.284442e+01 1.294047e+01 1.323141e+01
y_rep[515] 1.287956e+01 1.296791e+01 1.325287e+01
y_rep[516] 1.320440e+01 1.329439e+01 1.363682e+01
y_rep[517] 1.280649e+01 1.289867e+01 1.318591e+01
y_rep[518] 1.301944e+01 1.311059e+01 1.338359e+01
y_rep[519] 1.297837e+01 1.306649e+01 1.335046e+01
y_rep[520] 1.237740e+01 1.246571e+01 1.276589e+01
y_rep[521] 1.270073e+01 1.278798e+01 1.309582e+01
y_rep[522] 1.255938e+01 1.265036e+01 1.291372e+01
y_rep[523] 1.234178e+01 1.243448e+01 1.273415e+01
y_rep[524] 1.218592e+01 1.228518e+01 1.256442e+01
y_rep[525] 1.229802e+01 1.239096e+01 1.271747e+01
y_rep[526] 1.178713e+01 1.188585e+01 1.221127e+01
y_rep[527] 1.172846e+01 1.181997e+01 1.219229e+01
y_rep[528] 1.225110e+01 1.233991e+01 1.261703e+01
y_rep[529] 1.199791e+01 1.208956e+01 1.235610e+01
y_rep[530] 1.229565e+01 1.237564e+01 1.271779e+01
y_rep[531] 1.210365e+01 1.219788e+01 1.251075e+01
y_rep[532] 1.145994e+01 1.154873e+01 1.185442e+01
y_rep[533] 1.172526e+01 1.181598e+01 1.208273e+01
y_rep[534] 1.186728e+01 1.195785e+01 1.229850e+01
y_rep[535] 1.167960e+01 1.177177e+01 1.210396e+01
y_rep[536] 1.265198e+01 1.274493e+01 1.305528e+01
y_rep[537] 1.226176e+01 1.235662e+01 1.264531e+01
y_rep[538] 1.183049e+01 1.191049e+01 1.218906e+01
y_rep[539] 1.187173e+01 1.195403e+01 1.224679e+01
y_rep[540] 1.155697e+01 1.164904e+01 1.188791e+01
y_rep[541] 1.150102e+01 1.158813e+01 1.188240e+01
y_rep[542] 1.158844e+01 1.167546e+01 1.201738e+01
y_rep[543] 1.134096e+01 1.143506e+01 1.172259e+01
y_rep[544] 1.114053e+01 1.123152e+01 1.153472e+01
y_rep[545] 1.170382e+01 1.179144e+01 1.208715e+01
y_rep[546] 1.131886e+01 1.141389e+01 1.171054e+01
y_rep[547] 1.138409e+01 1.147694e+01 1.178205e+01
y_rep[548] 1.130119e+01 1.138549e+01 1.169677e+01
y_rep[549] 1.161977e+01 1.170997e+01 1.198472e+01
y_rep[550] 1.154613e+01 1.163684e+01 1.192958e+01
y_rep[551] 1.126192e+01 1.134777e+01 1.163173e+01
y_rep[552] 1.099731e+01 1.109038e+01 1.134768e+01
y_rep[553] 1.084897e+01 1.093917e+01 1.120838e+01
y_rep[554] 1.103738e+01 1.112550e+01 1.145196e+01
y_rep[555] 1.097001e+01 1.105700e+01 1.133933e+01
y_rep[556] 1.042746e+01 1.051864e+01 1.078505e+01
y_rep[557] 1.024422e+01 1.033457e+01 1.063114e+01
y_rep[558] 1.032992e+01 1.041506e+01 1.074875e+01
y_rep[559] 1.005691e+01 1.013994e+01 1.048023e+01
y_rep[560] 1.324821e+01 1.334639e+01 1.363629e+01
y_rep[561] 1.280597e+01 1.289585e+01 1.321868e+01
y_rep[562] 1.266031e+01 1.274628e+01 1.309292e+01
y_rep[563] 1.298978e+01 1.308449e+01 1.334745e+01
y_rep[564] 1.347254e+01 1.356100e+01 1.384139e+01
y_rep[565] 1.296637e+01 1.306001e+01 1.339324e+01
y_rep[566] 1.319912e+01 1.328831e+01 1.362316e+01
y_rep[567] 1.292138e+01 1.301612e+01 1.331117e+01
y_rep[568] 1.251980e+01 1.261119e+01 1.287152e+01
y_rep[569] 1.285386e+01 1.293594e+01 1.326198e+01
y_rep[570] 1.271533e+01 1.280682e+01 1.306587e+01
y_rep[571] 1.268220e+01 1.276851e+01 1.310979e+01
y_rep[572] 1.230657e+01 1.240128e+01 1.266648e+01
y_rep[573] 1.236872e+01 1.245162e+01 1.278838e+01
y_rep[574] 1.210101e+01 1.219502e+01 1.246284e+01
y_rep[575] 1.232376e+01 1.241129e+01 1.274584e+01
y_rep[576] 1.206144e+01 1.214819e+01 1.243426e+01
y_rep[577] 1.197369e+01 1.206660e+01 1.232604e+01
y_rep[578] 1.235259e+01 1.245190e+01 1.274741e+01
y_rep[579] 1.234355e+01 1.243473e+01 1.274226e+01
y_rep[580] 1.203682e+01 1.212837e+01 1.248024e+01
y_rep[581] 1.214100e+01 1.223246e+01 1.254730e+01
y_rep[582] 1.217152e+01 1.226751e+01 1.256692e+01
y_rep[583] 1.101307e+01 1.110731e+01 1.142965e+01
y_rep[584] 1.106628e+01 1.116253e+01 1.150920e+01
y_rep[585] 1.084872e+01 1.094381e+01 1.123757e+01
y_rep[586] 1.048331e+01 1.057428e+01 1.083814e+01
y_rep[587] 1.060734e+01 1.069233e+01 1.100727e+01
y_rep[588] 1.124448e+01 1.133796e+01 1.164595e+01
y_rep[589] 1.125102e+01 1.134279e+01 1.165194e+01
y_rep[590] 1.155022e+01 1.163555e+01 1.193375e+01
y_rep[591] 1.159600e+01 1.169076e+01 1.200046e+01
y_rep[592] 1.771364e+01 1.784739e+01 1.816614e+01
y_rep[593] 1.865991e+01 1.876011e+01 1.903846e+01
y_rep[594] 1.918809e+01 1.928774e+01 1.957610e+01
y_rep[595] 1.857929e+01 1.867064e+01 1.898912e+01
y_rep[596] 1.907302e+01 1.916475e+01 1.953392e+01
y_rep[597] 1.942960e+01 1.952087e+01 1.983797e+01
y_rep[598] 1.929470e+01 1.937901e+01 1.970192e+01
y_rep[599] 1.959481e+01 1.968300e+01 1.999590e+01
y_rep[600] 1.939584e+01 1.949220e+01 1.975419e+01
y_rep[601] 1.947790e+01 1.957384e+01 1.985037e+01
y_rep[602] 1.958199e+01 1.967503e+01 1.993166e+01
y_rep[603] 2.043471e+01 2.052285e+01 2.083012e+01
y_rep[604] 2.019908e+01 2.029574e+01 2.059413e+01
y_rep[605] 2.001088e+01 2.010571e+01 2.044279e+01
y_rep[606] 2.035976e+01 2.045387e+01 2.075805e+01
y_rep[607] 2.040235e+01 2.049577e+01 2.078854e+01
y_rep[608] 2.044023e+01 2.053183e+01 2.084333e+01
y_rep[609] 2.071778e+01 2.080663e+01 2.104255e+01
y_rep[610] 2.038700e+01 2.047673e+01 2.078040e+01
y_rep[611] 2.072811e+01 2.081837e+01 2.116575e+01
y_rep[612] 2.041796e+01 2.050657e+01 2.080248e+01
y_rep[613] 2.009682e+01 2.018548e+01 2.050444e+01
y_rep[614] 1.824264e+01 1.833738e+01 1.860547e+01
y_rep[615] 1.639613e+01 1.648922e+01 1.680755e+01
y_rep[616] 1.542192e+01 1.551133e+01 1.583550e+01
y_rep[617] 1.566960e+01 1.576557e+01 1.607466e+01
y_rep[618] 1.521805e+01 1.530657e+01 1.558406e+01
y_rep[619] 1.465667e+01 1.474277e+01 1.508997e+01
y_rep[620] 1.465470e+01 1.474147e+01 1.502692e+01
y_rep[621] 1.473999e+01 1.482172e+01 1.517344e+01
y_rep[622] 1.526396e+01 1.535397e+01 1.562471e+01
y_rep[623] 1.541758e+01 1.551260e+01 1.580176e+01
y_rep[624] 1.514206e+01 1.522902e+01 1.554012e+01
y_rep[625] 1.509647e+01 1.518801e+01 1.546288e+01
y_rep[626] 1.452947e+01 1.462344e+01 1.496726e+01
y_rep[627] 1.439541e+01 1.448695e+01 1.480582e+01
y_rep[628] 1.409753e+01 1.418407e+01 1.455525e+01
y_rep[629] 1.380506e+01 1.388954e+01 1.418692e+01
y_rep[630] 1.378350e+01 1.387321e+01 1.417103e+01
y_rep[631] 1.336159e+01 1.344519e+01 1.371356e+01
y_rep[632] 1.339715e+01 1.348400e+01 1.374124e+01
y_rep[633] 1.343498e+01 1.352841e+01 1.387177e+01
y_rep[634] 1.323031e+01 1.332203e+01 1.363364e+01
y_rep[635] 1.275191e+01 1.285578e+01 1.318029e+01
y_rep[636] 1.268845e+01 1.277869e+01 1.306105e+01
y_rep[637] 1.226078e+01 1.234725e+01 1.264414e+01
y_rep[638] 1.275754e+01 1.284418e+01 1.314268e+01
y_rep[639] 1.297553e+01 1.306409e+01 1.336680e+01
y_rep[640] 1.279054e+01 1.288678e+01 1.323330e+01
y_rep[641] 1.257708e+01 1.267537e+01 1.298216e+01
y_rep[642] 1.281075e+01 1.289419e+01 1.319149e+01
y_rep[643] 1.250827e+01 1.260328e+01 1.287979e+01
y_rep[644] 1.234398e+01 1.242552e+01 1.274115e+01
y_rep[645] 1.233500e+01 1.241828e+01 1.271819e+01
y_rep[646] 1.193195e+01 1.202183e+01 1.231381e+01
y_rep[647] 1.193773e+01 1.202888e+01 1.236936e+01
y_rep[648] 1.204810e+01 1.213814e+01 1.241998e+01
y_rep[649] 1.237543e+01 1.246473e+01 1.275211e+01
y_rep[650] 1.243501e+01 1.251977e+01 1.286408e+01
y_rep[651] 1.252743e+01 1.261621e+01 1.290915e+01
y_rep[652] 1.245629e+01 1.255113e+01 1.282162e+01
y_rep[653] 1.246885e+01 1.256164e+01 1.289290e+01
y_rep[654] 1.250131e+01 1.259099e+01 1.288889e+01
y_rep[655] 1.253463e+01 1.262810e+01 1.291632e+01
y_rep[656] 1.248980e+01 1.256827e+01 1.287175e+01
y_rep[657] 1.252000e+01 1.260925e+01 1.295868e+01
y_rep[658] 1.251969e+01 1.260352e+01 1.295652e+01
y_rep[659] 1.257162e+01 1.265983e+01 1.304122e+01
y_rep[660] 1.236754e+01 1.245722e+01 1.274839e+01
y_rep[661] 1.199782e+01 1.208721e+01 1.238710e+01
y_rep[662] 1.211891e+01 1.220624e+01 1.253151e+01
y_rep[663] 1.211576e+01 1.220446e+01 1.249842e+01
y_rep[664] 1.243880e+01 1.254060e+01 1.289165e+01
y_rep[665] 1.274077e+01 1.282365e+01 1.314304e+01
y_rep[666] 1.220666e+01 1.229536e+01 1.256420e+01
y_rep[667] 1.242789e+01 1.251790e+01 1.281058e+01
y_rep[668] 1.205808e+01 1.214851e+01 1.248020e+01
y_rep[669] 1.188321e+01 1.197458e+01 1.230037e+01
y_rep[670] 1.208226e+01 1.217806e+01 1.247696e+01
y_rep[671] 1.237374e+01 1.246795e+01 1.275422e+01
y_rep[672] 1.213889e+01 1.223041e+01 1.250249e+01
y_rep[673] 1.186162e+01 1.195221e+01 1.229155e+01
y_rep[674] 1.192103e+01 1.200032e+01 1.228492e+01
y_rep[675] 1.177577e+01 1.186811e+01 1.214062e+01
y_rep[676] 1.190981e+01 1.199879e+01 1.230927e+01
y_rep[677] 1.206071e+01 1.214794e+01 1.245488e+01
y_rep[678] 1.153223e+01 1.162905e+01 1.193361e+01
y_rep[679] 1.151912e+01 1.160383e+01 1.190736e+01
y_rep[680] 1.110866e+01 1.119897e+01 1.148038e+01
y_rep[681] 1.090584e+01 1.099089e+01 1.125485e+01
y_rep[682] 1.123716e+01 1.132284e+01 1.162515e+01
y_rep[683] 1.150718e+01 1.159718e+01 1.191149e+01
y_rep[684] 1.125119e+01 1.133992e+01 1.161910e+01
y_rep[685] 1.102945e+01 1.112322e+01 1.146119e+01
y_rep[686] 1.087797e+01 1.097074e+01 1.127745e+01
y_rep[687] 1.061810e+01 1.071380e+01 1.102161e+01
y_rep[688] 1.096107e+01 1.104297e+01 1.138264e+01
y_rep[689] 1.076456e+01 1.086779e+01 1.116664e+01
y_rep[690] 1.090998e+01 1.099377e+01 1.125412e+01
y_rep[691] 1.089028e+01 1.098648e+01 1.122661e+01
y_rep[692] 1.100130e+01 1.109770e+01 1.143853e+01
y_rep[693] 1.068517e+01 1.077786e+01 1.111101e+01
y_rep[694] 1.066082e+01 1.075063e+01 1.104533e+01
y_rep[695] 1.059908e+01 1.068078e+01 1.101134e+01
y_rep[696] 1.046621e+01 1.056165e+01 1.088051e+01
y_rep[697] 1.032762e+01 1.042111e+01 1.073110e+01
y_rep[698] 1.015397e+01 1.024826e+01 1.053381e+01
y_rep[699] 1.043903e+01 1.052686e+01 1.078825e+01
y_rep[700] 1.113741e+01 1.122072e+01 1.152015e+01
y_rep[701] 1.103224e+01 1.113034e+01 1.148798e+01
y_rep[702] 1.085349e+01 1.094782e+01 1.127554e+01
y_rep[703] 1.093066e+01 1.102576e+01 1.134250e+01
y_rep[704] 1.087849e+01 1.097542e+01 1.124365e+01
y_rep[705] 1.085748e+01 1.094120e+01 1.124006e+01
y_rep[706] 1.074872e+01 1.084603e+01 1.113008e+01
y_rep[707] 1.097815e+01 1.106403e+01 1.139083e+01
y_rep[708] 1.091117e+01 1.100277e+01 1.128833e+01
y_rep[709] 1.074619e+01 1.083522e+01 1.109558e+01
y_rep[710] 1.075888e+01 1.084546e+01 1.119804e+01
y_rep[711] 1.059513e+01 1.068997e+01 1.097883e+01
y_rep[712] 1.045647e+01 1.054594e+01 1.084311e+01
y_rep[713] 1.024845e+01 1.033879e+01 1.063827e+01
y_rep[714] 1.014404e+01 1.023556e+01 1.058671e+01
y_rep[715] 1.002025e+01 1.010787e+01 1.041882e+01
y_rep[716] 1.010455e+01 1.019187e+01 1.047548e+01
y_rep[717] 9.797484e+00 9.882942e+00 1.021300e+01
y_rep[718] 9.681358e+00 9.765753e+00 1.005073e+01
y_rep[719] 1.004938e+01 1.014153e+01 1.046056e+01
y_rep[720] 1.008155e+01 1.018069e+01 1.050117e+01
y_rep[721] 1.047438e+01 1.056706e+01 1.088201e+01
y_rep[722] 9.762195e+00 9.851873e+00 1.018906e+01
y_rep[723] 1.015089e+01 1.024803e+01 1.055363e+01
y_rep[724] 1.046632e+01 1.055793e+01 1.090069e+01
y_rep[725] 1.055300e+01 1.064281e+01 1.097542e+01
y_rep[726] 1.066751e+01 1.075810e+01 1.108300e+01
y_rep[727] 1.035225e+01 1.044017e+01 1.074355e+01
y_rep[728] 1.043594e+01 1.053240e+01 1.084957e+01
y_rep[729] 1.042766e+01 1.051183e+01 1.082378e+01
y_rep[730] 1.062200e+01 1.071239e+01 1.101289e+01
y_rep[731] 1.059582e+01 1.068875e+01 1.103277e+01
y_rep[732] 1.064878e+01 1.074083e+01 1.103443e+01
y_rep[733] 1.050218e+01 1.059695e+01 1.092306e+01
y_rep[734] 1.130511e+01 1.140240e+01 1.171179e+01
y_rep[735] 1.161967e+01 1.170304e+01 1.197872e+01
y_rep[736] 1.133014e+01 1.142568e+01 1.177171e+01
y_rep[737] 1.137136e+01 1.146412e+01 1.176042e+01
y_rep[738] 1.147586e+01 1.156600e+01 1.189366e+01
y_rep[739] 1.138743e+01 1.147106e+01 1.173741e+01
y_rep[740] 1.173169e+01 1.181992e+01 1.208204e+01
y_rep[741] 1.160931e+01 1.170472e+01 1.196798e+01
y_rep[742] 1.174927e+01 1.183829e+01 1.215778e+01
y_rep[743] 1.176766e+01 1.186064e+01 1.216735e+01
y_rep[744] 1.156110e+01 1.164810e+01 1.196432e+01
y_rep[745] 1.164279e+01 1.173076e+01 1.202976e+01
y_rep[746] 1.134502e+01 1.143198e+01 1.172348e+01
y_rep[747] 1.093479e+01 1.102346e+01 1.130631e+01
y_rep[748] 1.105986e+01 1.115004e+01 1.145506e+01
y_rep[749] 1.120701e+01 1.129654e+01 1.162294e+01
y_rep[750] 1.124983e+01 1.133828e+01 1.168302e+01
y_rep[751] 1.084662e+01 1.094046e+01 1.125579e+01
y_rep[752] 1.076188e+01 1.084757e+01 1.118171e+01
y_rep[753] 1.098276e+01 1.107826e+01 1.136556e+01
y_rep[754] 1.128584e+01 1.137665e+01 1.167708e+01
y_rep[755] 1.154825e+01 1.163885e+01 1.195860e+01
y_rep[756] 1.121265e+01 1.129929e+01 1.158852e+01
y_rep[757] 1.061175e+01 1.069662e+01 1.101496e+01
y_rep[758] 1.048540e+01 1.057756e+01 1.088648e+01
y_rep[759] 1.071956e+01 1.080581e+01 1.112571e+01
y_rep[760] 1.043772e+01 1.053177e+01 1.082534e+01
y_rep[761] 1.057060e+01 1.065813e+01 1.096609e+01
y_rep[762] 1.098816e+01 1.108572e+01 1.142236e+01
y_rep[763] 1.050307e+01 1.059886e+01 1.089955e+01
y_rep[764] 1.044787e+01 1.053500e+01 1.084764e+01
y_rep[765] 1.020223e+01 1.028957e+01 1.061519e+01
y_rep[766] 1.033379e+01 1.041833e+01 1.074930e+01
y_rep[767] 1.012357e+01 1.021291e+01 1.047298e+01
y_rep[768] 1.029789e+01 1.038173e+01 1.069459e+01
y_rep[769] 1.027226e+01 1.035941e+01 1.069756e+01
y_rep[770] 1.009001e+01 1.018246e+01 1.058493e+01
y_rep[771] 1.025597e+01 1.034375e+01 1.063450e+01
y_rep[772] 1.022177e+01 1.030625e+01 1.056154e+01
y_rep[773] 1.020869e+01 1.029754e+01 1.059595e+01
y_rep[774] 1.081488e+01 1.090234e+01 1.118813e+01
y_rep[775] 1.062004e+01 1.071114e+01 1.094868e+01
y_rep[776] 1.029970e+01 1.039247e+01 1.071619e+01
y_rep[777] 1.016879e+01 1.026547e+01 1.053690e+01
y_rep[778] 9.871730e+00 9.956027e+00 1.022660e+01
y_rep[779] 1.038742e+01 1.047753e+01 1.077069e+01
y_rep[780] 1.028697e+01 1.036944e+01 1.065961e+01
y_rep[781] 1.000669e+01 1.009431e+01 1.039923e+01
y_rep[782] 1.012920e+01 1.021962e+01 1.053056e+01
y_rep[783] 9.920601e+00 1.001065e+01 1.030007e+01
y_rep[784] 9.901926e+00 9.988412e+00 1.028588e+01
y_rep[785] 9.655348e+00 9.743570e+00 1.006076e+01
y_rep[786] 9.624555e+00 9.712407e+00 9.993632e+00
y_rep[787] 9.557821e+00 9.646736e+00 9.954137e+00
y_rep[788] 1.000597e+01 1.009924e+01 1.038811e+01
y_rep[789] 1.048011e+01 1.057023e+01 1.088636e+01
y_rep[790] 1.030228e+01 1.039839e+01 1.070324e+01
y_rep[791] 1.003969e+01 1.013215e+01 1.038863e+01
y_rep[792] 1.009069e+01 1.018231e+01 1.049280e+01
y_rep[793] 1.001805e+01 1.011327e+01 1.038549e+01
y_rep[794] 1.059058e+01 1.067870e+01 1.097732e+01
y_rep[795] 1.046496e+01 1.055773e+01 1.088610e+01
y_rep[796] 1.017197e+01 1.026251e+01 1.057938e+01
y_rep[797] 1.004453e+01 1.013301e+01 1.043089e+01
y_rep[798] 1.033819e+01 1.043481e+01 1.075051e+01
y_rep[799] 1.045723e+01 1.054900e+01 1.082695e+01
y_rep[800] 1.033758e+01 1.042565e+01 1.072338e+01
y_rep[801] 1.036408e+01 1.045139e+01 1.076982e+01
y_rep[802] 9.881363e+00 9.972319e+00 1.026517e+01
y_rep[803] 9.937084e+00 1.003295e+01 1.035018e+01
y_rep[804] 1.036630e+01 1.046178e+01 1.076614e+01
y_rep[805] 1.020630e+01 1.029608e+01 1.060619e+01
y_rep[806] 1.025674e+01 1.034278e+01 1.067014e+01
y_rep[807] 1.032171e+01 1.041637e+01 1.072432e+01
y_rep[808] 1.025900e+01 1.035397e+01 1.072537e+01
y_rep[809] 1.021599e+01 1.030335e+01 1.063772e+01
y_rep[810] 1.059349e+01 1.068269e+01 1.096894e+01
y_rep[811] 1.000854e+01 1.010367e+01 1.043111e+01
y_rep[812] 9.556584e+00 9.646546e+00 9.982826e+00
y_rep[813] 9.816635e+00 9.904992e+00 1.023471e+01
y_rep[814] 1.015041e+01 1.024340e+01 1.055786e+01
y_rep[815] 9.860244e+00 9.953782e+00 1.025604e+01
y_rep[816] 1.011636e+01 1.020917e+01 1.050659e+01
y_rep[817] 9.658559e+00 9.754685e+00 1.007822e+01
y_rep[818] 9.603880e+00 9.694856e+00 9.962462e+00
y_rep[819] 9.634410e+00 9.730722e+00 1.004075e+01
y_rep[820] 9.462139e+00 9.552912e+00 9.824338e+00
y_rep[821] 9.414801e+00 9.507854e+00 9.829223e+00
y_rep[822] 9.669044e+00 9.752266e+00 1.008476e+01
y_rep[823] 9.620118e+00 9.709149e+00 9.994530e+00
y_rep[824] 9.468139e+00 9.564833e+00 9.862768e+00
y_rep[825] 9.257987e+00 9.347336e+00 9.646424e+00
y_rep[826] 9.732362e+00 9.812264e+00 1.007723e+01
y_rep[827] 9.780374e+00 9.866941e+00 1.014487e+01
y_rep[828] 9.518694e+00 9.607375e+00 9.877968e+00
y_rep[829] 9.495919e+00 9.578920e+00 9.844391e+00
y_rep[830] 9.668839e+00 9.759498e+00 1.002260e+01
y_rep[831] 9.649322e+00 9.734271e+00 1.002786e+01
y_rep[832] 9.896511e+00 9.984457e+00 1.030389e+01
y_rep[833] 9.850636e+00 9.937936e+00 1.024281e+01
y_rep[834] 1.000173e+01 1.008720e+01 1.039145e+01
y_rep[835] 1.009599e+01 1.018758e+01 1.050720e+01
y_rep[836] 1.011896e+01 1.022045e+01 1.051114e+01
y_rep[837] 1.017339e+01 1.027088e+01 1.056123e+01
y_rep[838] 1.005630e+01 1.014160e+01 1.041380e+01
y_rep[839] 9.841362e+00 9.933332e+00 1.022369e+01
y_rep[840] 9.827617e+00 9.916550e+00 1.021601e+01
y_rep[841] 1.011178e+01 1.021041e+01 1.050311e+01
y_rep[842] 1.154549e+01 1.163711e+01 1.201547e+01
y_rep[843] 1.120998e+01 1.129619e+01 1.158318e+01
y_rep[844] 1.142675e+01 1.151431e+01 1.187230e+01
y_rep[845] 1.134452e+01 1.142632e+01 1.174576e+01
y_rep[846] 1.156176e+01 1.166447e+01 1.194805e+01
y_rep[847] 1.193407e+01 1.202685e+01 1.234673e+01
y_rep[848] 1.192957e+01 1.203020e+01 1.235316e+01
y_rep[849] 1.173573e+01 1.183595e+01 1.213234e+01
y_rep[850] 1.190982e+01 1.200148e+01 1.230918e+01
y_rep[851] 1.199318e+01 1.208837e+01 1.238542e+01
y_rep[852] 1.212254e+01 1.221309e+01 1.252491e+01
y_rep[853] 1.200120e+01 1.208844e+01 1.237681e+01
y_rep[854] 1.209834e+01 1.219327e+01 1.249193e+01
y_rep[855] 1.200586e+01 1.209358e+01 1.235228e+01
y_rep[856] 1.204432e+01 1.213492e+01 1.239866e+01
y_rep[857] 1.203282e+01 1.211786e+01 1.246943e+01
y_rep[858] 1.251150e+01 1.259762e+01 1.289709e+01
y_rep[859] 1.199374e+01 1.207609e+01 1.235041e+01
y_rep[860] 1.204935e+01 1.213392e+01 1.243714e+01
y_rep[861] 1.201167e+01 1.210125e+01 1.236733e+01
y_rep[862] 1.227037e+01 1.236428e+01 1.266089e+01
y_rep[863] 1.229035e+01 1.237679e+01 1.268813e+01
y_rep[864] 1.218500e+01 1.227848e+01 1.257333e+01
y_rep[865] 1.160076e+01 1.169167e+01 1.199186e+01
y_rep[866] 1.188716e+01 1.197935e+01 1.232300e+01
y_rep[867] 1.215770e+01 1.225505e+01 1.257711e+01
y_rep[868] 1.209630e+01 1.219131e+01 1.254133e+01
y_rep[869] 1.174336e+01 1.183661e+01 1.208694e+01
y_rep[870] 1.180973e+01 1.189810e+01 1.223160e+01
y_rep[871] 1.258742e+01 1.267107e+01 1.299200e+01
y_rep[872] 1.260565e+01 1.268851e+01 1.300052e+01
y_rep[873] 1.257146e+01 1.266561e+01 1.299134e+01
y_rep[874] 1.272935e+01 1.280856e+01 1.311050e+01
y_rep[875] 1.249078e+01 1.258181e+01 1.285333e+01
y_rep[876] 1.245198e+01 1.254293e+01 1.285756e+01
y_rep[877] 1.234392e+01 1.242690e+01 1.271103e+01
y_rep[878] 1.239048e+01 1.247679e+01 1.282164e+01
y_rep[879] 1.236202e+01 1.245930e+01 1.276316e+01
y_rep[880] 1.216394e+01 1.225382e+01 1.254841e+01
y_rep[881] 1.188007e+01 1.197218e+01 1.225659e+01
y_rep[882] 1.200559e+01 1.208468e+01 1.235536e+01
y_rep[883] 1.183639e+01 1.192818e+01 1.223800e+01
y_rep[884] 1.187260e+01 1.196426e+01 1.226104e+01
y_rep[885] 1.181071e+01 1.190270e+01 1.224127e+01
y_rep[886] 1.189763e+01 1.199603e+01 1.237768e+01
y_rep[887] 1.175555e+01 1.184200e+01 1.214211e+01
y_rep[888] 1.201364e+01 1.210084e+01 1.246767e+01
y_rep[889] 1.172709e+01 1.181626e+01 1.214581e+01
y_rep[890] 1.144508e+01 1.153035e+01 1.186696e+01
y_rep[891] 1.150342e+01 1.160357e+01 1.194487e+01
y_rep[892] 1.128680e+01 1.136911e+01 1.169425e+01
y_rep[893] 1.100272e+01 1.109697e+01 1.145325e+01
y_rep[894] 1.040700e+01 1.049821e+01 1.078242e+01
y_rep[895] 1.009762e+01 1.018550e+01 1.047329e+01
y_rep[896] 9.893049e+00 9.984447e+00 1.035605e+01
y_rep[897] 9.929281e+00 1.002314e+01 1.031358e+01
y_rep[898] 9.638485e+00 9.728387e+00 1.003994e+01
y_rep[899] 9.787644e+00 9.873922e+00 1.017236e+01
y_rep[900] 9.743677e+00 9.830003e+00 1.009153e+01
y_rep[901] 9.646876e+00 9.738703e+00 1.007070e+01
y_rep[902] 9.720273e+00 9.813519e+00 1.011630e+01
y_rep[903] 9.856483e+00 9.953527e+00 1.024531e+01
y_rep[904] 9.836444e+00 9.933741e+00 1.020361e+01
y_rep[905] 9.709575e+00 9.801432e+00 1.011299e+01
y_rep[906] 9.981997e+00 1.007215e+01 1.034795e+01
y_rep[907] 9.617373e+00 9.706713e+00 9.969919e+00
y_rep[908] 9.571228e+00 9.662565e+00 9.999355e+00
y_rep[909] 9.335443e+00 9.423528e+00 9.735669e+00
y_rep[910] 9.346237e+00 9.435277e+00 9.735008e+00
y_rep[911] 9.320362e+00 9.413329e+00 9.771355e+00
y_rep[912] 9.767492e+00 9.866160e+00 1.017471e+01
y_rep[913] 9.540766e+00 9.632643e+00 9.910242e+00
y_rep[914] 9.256202e+00 9.344045e+00 9.672360e+00
y_rep[915] 9.700201e+00 9.794884e+00 1.012108e+01
y_rep[916] 9.557048e+00 9.652850e+00 9.971836e+00
y_rep[917] 9.496932e+00 9.583193e+00 9.859889e+00
y_rep[918] 9.371885e+00 9.467736e+00 9.801121e+00
y_rep[919] 9.378656e+00 9.461318e+00 9.778437e+00
y_rep[920] 9.030418e+00 9.127199e+00 9.452444e+00
y_rep[921] 9.185598e+00 9.282119e+00 9.557568e+00
y_rep[922] 8.987912e+00 9.075474e+00 9.412188e+00
y_rep[923] 9.012364e+00 9.098747e+00 9.403757e+00
y_rep[924] 9.283665e+00 9.377182e+00 9.666121e+00
y_rep[925] 9.271000e+00 9.361960e+00 9.707027e+00
y_rep[926] 9.227740e+00 9.313065e+00 9.602760e+00
y_rep[927] 9.266597e+00 9.356250e+00 9.655747e+00
y_rep[928] 9.556022e+00 9.639554e+00 9.901206e+00
y_rep[929] 9.291530e+00 9.379552e+00 9.688037e+00
y_rep[930] 9.854119e+00 9.944368e+00 1.022492e+01
y_rep[931] 9.901534e+00 9.990504e+00 1.031818e+01
y_rep[932] 9.757258e+00 9.854461e+00 1.014200e+01
y_rep[933] 9.567779e+00 9.660137e+00 9.905721e+00
y_rep[934] 9.417856e+00 9.513176e+00 9.805608e+00
y_rep[935] 9.412068e+00 9.505633e+00 9.823949e+00
y_rep[936] 9.732327e+00 9.823891e+00 1.012522e+01
y_rep[937] 9.888975e+00 9.985630e+00 1.028699e+01
y_rep[938] 9.546651e+00 9.638984e+00 9.958823e+00
y_rep[939] 9.543580e+00 9.634202e+00 9.875702e+00
y_rep[940] 9.391163e+00 9.484867e+00 9.800726e+00
y_rep[941] 9.378341e+00 9.463345e+00 9.784762e+00
y_rep[942] 9.353002e+00 9.445117e+00 9.761771e+00
y_rep[943] 9.540431e+00 9.627701e+00 9.915757e+00
y_rep[944] 9.193377e+00 9.281776e+00 9.597839e+00
y_rep[945] 9.198354e+00 9.286547e+00 9.599801e+00
y_rep[946] 9.210203e+00 9.300194e+00 9.586230e+00
y_rep[947] 8.819773e+00 8.908311e+00 9.218784e+00
y_rep[948] 8.780303e+00 8.871017e+00 9.155306e+00
y_rep[949] 8.454017e+00 8.533546e+00 8.839809e+00
y_rep[950] 8.268499e+00 8.363084e+00 8.643107e+00
y_rep[951] 8.141514e+00 8.222073e+00 8.549630e+00
y_rep[952] 8.477548e+00 8.573771e+00 8.836760e+00
y_rep[953] 8.173500e+00 8.259568e+00 8.595477e+00
y_rep[954] 8.438126e+00 8.533601e+00 8.833475e+00
y_rep[955] 8.492395e+00 8.582682e+00 8.984246e+00
y_rep[956] 8.435766e+00 8.525441e+00 8.885594e+00
y_rep[957] 8.387154e+00 8.473093e+00 8.804468e+00
y_rep[958] 8.366623e+00 8.453294e+00 8.757403e+00
y_rep[959] 8.212925e+00 8.311081e+00 8.633802e+00
y_rep[960] 8.565508e+00 8.652858e+00 8.958299e+00
y_rep[961] 8.998316e+00 9.082936e+00 9.367524e+00
y_rep[962] 8.683474e+00 8.774304e+00 9.126253e+00
y_rep[963] 8.737224e+00 8.827132e+00 9.122369e+00
y_rep[964] 8.614983e+00 8.702875e+00 9.070996e+00
y_rep[965] 9.138631e+00 9.226552e+00 9.532277e+00
y_rep[966] 9.176298e+00 9.257205e+00 9.578544e+00
y_rep[967] 9.314723e+00 9.404058e+00 9.679874e+00
y_rep[968] 9.297067e+00 9.393597e+00 9.718514e+00
y_rep[969] 9.354429e+00 9.456120e+00 9.832261e+00
y_rep[970] 9.512214e+00 9.604119e+00 9.915749e+00
y_rep[971] 9.988133e+00 1.008273e+01 1.038963e+01
y_rep[972] 1.004370e+01 1.012994e+01 1.045668e+01
y_rep[973] 1.038495e+01 1.047154e+01 1.075709e+01
y_rep[974] 1.045479e+01 1.055040e+01 1.084429e+01
y_rep[975] 1.051185e+01 1.060535e+01 1.088953e+01
y_rep[976] 1.045815e+01 1.054836e+01 1.086435e+01
y_rep[977] 1.043116e+01 1.052602e+01 1.082599e+01
y_rep[978] 1.039563e+01 1.048494e+01 1.078131e+01
y_rep[979] 1.104222e+01 1.112839e+01 1.143099e+01
y_rep[980] 1.104410e+01 1.113296e+01 1.142817e+01
y_rep[981] 1.108192e+01 1.116752e+01 1.145638e+01
y_rep[982] 1.136995e+01 1.145791e+01 1.175815e+01
y_rep[983] 1.154057e+01 1.162653e+01 1.192644e+01
y_rep[984] 1.149982e+01 1.159156e+01 1.194443e+01
y_rep[985] 1.176630e+01 1.184983e+01 1.212311e+01
y_rep[986] 1.169988e+01 1.178000e+01 1.206645e+01
y_rep[987] 1.166139e+01 1.175154e+01 1.208278e+01
y_rep[988] 1.163298e+01 1.172347e+01 1.200830e+01
y_rep[989] 1.216784e+01 1.225702e+01 1.257772e+01
y_rep[990] 1.280639e+01 1.289764e+01 1.319414e+01
y_rep[991] 1.283615e+01 1.293062e+01 1.326055e+01
y_rep[992] 1.272033e+01 1.281260e+01 1.313508e+01
y_rep[993] 1.261617e+01 1.270537e+01 1.302234e+01
y_rep[994] 1.264948e+01 1.273755e+01 1.305670e+01
y_rep[995] 1.259093e+01 1.267811e+01 1.302774e+01
y_rep[996] 1.235901e+01 1.244164e+01 1.271866e+01
y_rep[997] 1.242235e+01 1.251010e+01 1.281865e+01
y_rep[998] 1.215095e+01 1.224106e+01 1.251201e+01
y_rep[999] 1.210203e+01 1.219326e+01 1.246049e+01
y_rep[1000] 1.227675e+01 1.236030e+01 1.266767e+01
y_rep[1001] 1.224956e+01 1.234191e+01 1.266660e+01
y_rep[1002] 1.183568e+01 1.192342e+01 1.221268e+01
y_rep[1003] 1.224442e+01 1.233417e+01 1.267564e+01
y_rep[1004] 1.201413e+01 1.210000e+01 1.241644e+01
y_rep[1005] 1.173065e+01 1.182604e+01 1.214286e+01
y_rep[1006] 1.172324e+01 1.181443e+01 1.211568e+01
y_rep[1007] 1.191855e+01 1.200261e+01 1.228133e+01
y_rep[1008] 1.161090e+01 1.170131e+01 1.195527e+01
y_rep[1009] 1.156210e+01 1.165707e+01 1.192133e+01
y_rep[1010] 1.146209e+01 1.155399e+01 1.187277e+01
y_rep[1011] 1.128709e+01 1.137531e+01 1.165499e+01
y_rep[1012] 1.055680e+01 1.064928e+01 1.091521e+01
y_rep[1013] 1.038435e+01 1.047152e+01 1.078067e+01
y_rep[1014] 1.043023e+01 1.052086e+01 1.080173e+01
y_rep[1015] 1.034465e+01 1.043724e+01 1.075199e+01
y_rep[1016] 1.025979e+01 1.034402e+01 1.059163e+01
y_rep[1017] 1.019880e+01 1.028991e+01 1.061128e+01
y_rep[1018] 1.027248e+01 1.036663e+01 1.065019e+01
y_rep[1019] 1.053438e+01 1.062576e+01 1.096333e+01
y_rep[1020] 1.078565e+01 1.087102e+01 1.116060e+01
y_rep[1021] 1.109728e+01 1.118069e+01 1.145855e+01
y_rep[1022] 1.107774e+01 1.117576e+01 1.152745e+01
y_rep[1023] 1.072551e+01 1.081640e+01 1.112727e+01
y_rep[1024] 1.079760e+01 1.088056e+01 1.117295e+01
y_rep[1025] 1.130263e+01 1.139937e+01 1.171781e+01
y_rep[1026] 1.070194e+01 1.079037e+01 1.107843e+01
y_rep[1027] 1.070865e+01 1.079154e+01 1.109776e+01
y_rep[1028] 1.052053e+01 1.061221e+01 1.089263e+01
y_rep[1029] 1.066897e+01 1.076225e+01 1.107527e+01
y_rep[1030] 1.057373e+01 1.066956e+01 1.100560e+01
y_rep[1031] 1.047814e+01 1.056715e+01 1.085589e+01
y_rep[1032] 1.057655e+01 1.066981e+01 1.096120e+01
y_rep[1033] 1.070151e+01 1.079417e+01 1.106749e+01
y_rep[1034] 1.076799e+01 1.086041e+01 1.115947e+01
y_rep[1035] 1.071767e+01 1.080818e+01 1.109901e+01
y_rep[1036] 1.064970e+01 1.073862e+01 1.101704e+01
y_rep[1037] 1.085874e+01 1.095289e+01 1.123823e+01
y_rep[1038] 1.129040e+01 1.138177e+01 1.172885e+01
y_rep[1039] 1.146418e+01 1.155657e+01 1.182724e+01
y_rep[1040] 1.145844e+01 1.155208e+01 1.186007e+01
y_rep[1041] 1.131835e+01 1.141443e+01 1.170100e+01
y_rep[1042] 1.091928e+01 1.101415e+01 1.130666e+01
y_rep[1043] 1.088905e+01 1.097642e+01 1.124098e+01
y_rep[1044] 1.074485e+01 1.083785e+01 1.111077e+01
y_rep[1045] 1.096804e+01 1.105781e+01 1.135779e+01
y_rep[1046] 1.081030e+01 1.090495e+01 1.116517e+01
y_rep[1047] 1.069141e+01 1.078166e+01 1.111524e+01
y_rep[1048] 1.067457e+01 1.075689e+01 1.108422e+01
y_rep[1049] 1.059302e+01 1.068199e+01 1.101425e+01
y_rep[1050] 1.058685e+01 1.067521e+01 1.101948e+01
y_rep[1051] 1.080602e+01 1.089968e+01 1.118608e+01
y_rep[1052] 1.057653e+01 1.065638e+01 1.096698e+01
y_rep[1053] 1.021899e+01 1.030932e+01 1.059600e+01
y_rep[1054] 1.016399e+01 1.024823e+01 1.053701e+01
y_rep[1055] 1.012706e+01 1.022447e+01 1.060023e+01
y_rep[1056] 9.873287e+00 9.965593e+00 1.024645e+01
y_rep[1057] 1.007248e+01 1.016030e+01 1.048771e+01
y_rep[1058] 1.004918e+01 1.013935e+01 1.044564e+01
y_rep[1059] 9.730319e+00 9.817794e+00 1.014841e+01
y_rep[1060] 9.403838e+00 9.498919e+00 9.782487e+00
y_rep[1061] 8.774202e+00 8.857272e+00 9.160453e+00
y_rep[1062] 8.613767e+00 8.706822e+00 9.038620e+00
y_rep[1063] 8.890275e+00 8.975574e+00 9.267949e+00
y_rep[1064] 9.213059e+00 9.310302e+00 9.618122e+00
y_rep[1065] 9.186319e+00 9.277142e+00 9.600170e+00
y_rep[1066] 8.737987e+00 8.824073e+00 9.131375e+00
y_rep[1067] 8.707777e+00 8.799811e+00 9.125611e+00
y_rep[1068] 9.454736e+00 9.539277e+00 9.828765e+00
y_rep[1069] 9.442956e+00 9.526767e+00 9.801069e+00
y_rep[1070] 9.527360e+00 9.622496e+00 9.899998e+00
y_rep[1071] 9.415455e+00 9.501352e+00 9.766380e+00
y_rep[1072] 8.969428e+00 9.062165e+00 9.366668e+00
y_rep[1073] 8.778652e+00 8.864180e+00 9.154523e+00
y_rep[1074] 8.968326e+00 9.056334e+00 9.341120e+00
y_rep[1075] 9.084185e+00 9.177402e+00 9.501148e+00
y_rep[1076] 9.470814e+00 9.560034e+00 9.908585e+00
y_rep[1077] 9.325904e+00 9.415064e+00 9.718773e+00
y_rep[1078] 9.057706e+00 9.145840e+00 9.447052e+00
y_rep[1079] 8.981220e+00 9.072592e+00 9.390164e+00
y_rep[1080] 8.645052e+00 8.733797e+00 9.084568e+00
y_rep[1081] 8.875476e+00 8.973060e+00 9.323346e+00
y_rep[1082] 8.871284e+00 8.960788e+00 9.264108e+00
y_rep[1083] 9.102833e+00 9.196306e+00 9.503921e+00
y_rep[1084] 9.109524e+00 9.207171e+00 9.490805e+00
y_rep[1085] 8.926342e+00 9.014891e+00 9.357985e+00
y_rep[1086] 8.847519e+00 8.936889e+00 9.265221e+00
y_rep[1087] 8.682574e+00 8.768098e+00 9.067117e+00
y_rep[1088] 8.562143e+00 8.657422e+00 8.949564e+00
y_rep[1089] 8.677838e+00 8.770133e+00 9.120208e+00
y_rep[1090] 8.470093e+00 8.564046e+00 8.832277e+00
y_rep[1091] 8.053500e+00 8.142333e+00 8.460850e+00
y_rep[1092] 7.774034e+00 7.871827e+00 8.181496e+00
y_rep[1093] 7.852431e+00 7.938945e+00 8.210661e+00
y_rep[1094] 7.786437e+00 7.872669e+00 8.181254e+00
y_rep[1095] 8.853226e+00 8.944224e+00 9.238682e+00
y_rep[1096] 8.994863e+00 9.090113e+00 9.411051e+00
y_rep[1097] 9.028356e+00 9.128918e+00 9.425659e+00
y_rep[1098] 8.896364e+00 8.990749e+00 9.340657e+00
y_rep[1099] 8.879066e+00 8.973047e+00 9.327425e+00
y_rep[1100] 8.759243e+00 8.849176e+00 9.153656e+00
y_rep[1101] 8.813327e+00 8.901990e+00 9.261401e+00
y_rep[1102] 8.757666e+00 8.850049e+00 9.189002e+00
y_rep[1103] 8.560845e+00 8.651193e+00 8.946706e+00
y_rep[1104] 8.570362e+00 8.666497e+00 8.974220e+00
y_rep[1105] 8.585550e+00 8.676702e+00 8.990360e+00
y_rep[1106] 8.402271e+00 8.489104e+00 8.807270e+00
y_rep[1107] 8.561027e+00 8.651295e+00 8.946202e+00
y_rep[1108] 8.393619e+00 8.486309e+00 8.763307e+00
y_rep[1109] 8.625342e+00 8.716017e+00 9.072094e+00
y_rep[1110] 9.008386e+00 9.094644e+00 9.385676e+00
y_rep[1111] 8.988427e+00 9.077837e+00 9.402202e+00
y_rep[1112] 8.766314e+00 8.856116e+00 9.136525e+00
y_rep[1113] 8.913525e+00 9.005049e+00 9.354211e+00
y_rep[1114] 8.823920e+00 8.918493e+00 9.202643e+00
y_rep[1115] 8.693390e+00 8.782418e+00 9.043011e+00
y_rep[1116] 8.911784e+00 9.004547e+00 9.279975e+00
y_rep[1117] 9.360640e+00 9.451884e+00 9.742821e+00
y_rep[1118] 8.561150e+00 8.651498e+00 8.978377e+00
y_rep[1119] 8.646480e+00 8.738453e+00 9.069280e+00
y_rep[1120] 8.431956e+00 8.518456e+00 8.831917e+00
y_rep[1121] 8.283408e+00 8.373210e+00 8.699545e+00
y_rep[1122] 8.678355e+00 8.766973e+00 9.051214e+00
y_rep[1123] 8.648647e+00 8.740395e+00 9.019990e+00
y_rep[1124] 8.534192e+00 8.628129e+00 8.933238e+00
y_rep[1125] 9.313872e+00 9.403766e+00 9.675744e+00
y_rep[1126] 9.287244e+00 9.374554e+00 9.673833e+00
y_rep[1127] 9.404953e+00 9.498005e+00 9.796120e+00
y_rep[1128] 9.355880e+00 9.441119e+00 9.771975e+00
y_rep[1129] 9.475393e+00 9.568574e+00 9.837907e+00
y_rep[1130] 9.491853e+00 9.580609e+00 9.865868e+00
y_rep[1131] 9.583676e+00 9.676063e+00 9.973118e+00
y_rep[1132] 9.407782e+00 9.508345e+00 9.808814e+00
y_rep[1133] 9.039807e+00 9.131144e+00 9.440642e+00
y_rep[1134] 9.087029e+00 9.181220e+00 9.569719e+00
y_rep[1135] 9.442687e+00 9.537485e+00 9.869004e+00
y_rep[1136] 9.487588e+00 9.569708e+00 9.872323e+00
y_rep[1137] 9.588641e+00 9.666519e+00 1.000956e+01
y_rep[1138] 9.539385e+00 9.630047e+00 9.975433e+00
y_rep[1139] 9.505349e+00 9.595069e+00 9.900355e+00
y_rep[1140] 9.363378e+00 9.450137e+00 9.816023e+00
y_rep[1141] 9.299520e+00 9.392514e+00 9.718848e+00
y_rep[1142] 9.203568e+00 9.292198e+00 9.575854e+00
y_rep[1143] 9.243363e+00 9.335990e+00 9.622122e+00
y_rep[1144] 9.289635e+00 9.382856e+00 9.690226e+00
y_rep[1145] 9.963750e+00 1.005994e+01 1.037070e+01
y_rep[1146] 9.876357e+00 9.973423e+00 1.027990e+01
y_rep[1147] 1.041185e+01 1.050188e+01 1.079469e+01
y_rep[1148] 1.001476e+01 1.010587e+01 1.038804e+01
y_rep[1149] 1.064516e+01 1.073782e+01 1.105773e+01
y_rep[1150] 1.039642e+01 1.049559e+01 1.085253e+01
y_rep[1151] 1.038131e+01 1.047081e+01 1.077899e+01
y_rep[1152] 1.032445e+01 1.041721e+01 1.072088e+01
y_rep[1153] 1.022243e+01 1.031327e+01 1.061909e+01
y_rep[1154] 1.050811e+01 1.059774e+01 1.088684e+01
y_rep[1155] 1.199401e+01 1.207962e+01 1.240146e+01
y_rep[1156] 1.122321e+01 1.131390e+01 1.164282e+01
y_rep[1157] 1.104483e+01 1.113613e+01 1.145377e+01
y_rep[1158] 1.116326e+01 1.125248e+01 1.152859e+01
y_rep[1159] 1.104134e+01 1.113500e+01 1.148302e+01
y_rep[1160] 1.097924e+01 1.107294e+01 1.136826e+01
y_rep[1161] 1.112498e+01 1.121604e+01 1.155389e+01
y_rep[1162] 1.096808e+01 1.105795e+01 1.133932e+01
y_rep[1163] 1.091003e+01 1.100467e+01 1.128363e+01
y_rep[1164] 1.100132e+01 1.108439e+01 1.140093e+01
y_rep[1165] 1.104359e+01 1.113360e+01 1.149383e+01
y_rep[1166] 1.104411e+01 1.113799e+01 1.144638e+01
y_rep[1167] 1.120500e+01 1.129835e+01 1.163619e+01
y_rep[1168] 1.085394e+01 1.094429e+01 1.127088e+01
y_rep[1169] 1.067231e+01 1.076552e+01 1.107073e+01
y_rep[1170] 1.055957e+01 1.065051e+01 1.097376e+01
y_rep[1171] 1.036809e+01 1.046331e+01 1.075619e+01
y_rep[1172] 9.943084e+00 1.004091e+01 1.037013e+01
y_rep[1173] 1.027144e+01 1.035280e+01 1.064322e+01
y_rep[1174] 1.015530e+01 1.024262e+01 1.052523e+01
y_rep[1175] 1.012343e+01 1.021083e+01 1.052281e+01
y_rep[1176] 1.019208e+01 1.028532e+01 1.058335e+01
y_rep[1177] 9.990057e+00 1.007701e+01 1.038520e+01
y_rep[1178] 9.461251e+00 9.552020e+00 9.838345e+00
y_rep[1179] 9.619127e+00 9.712857e+00 1.002845e+01
y_rep[1180] 9.717500e+00 9.812224e+00 1.010507e+01
y_rep[1181] 9.632546e+00 9.721343e+00 1.006832e+01
y_rep[1182] 9.569638e+00 9.655170e+00 9.997995e+00
y_rep[1183] 9.484920e+00 9.586323e+00 9.881101e+00
y_rep[1184] 9.972062e+00 1.006894e+01 1.044628e+01
y_rep[1185] 1.005344e+01 1.014882e+01 1.043991e+01
y_rep[1186] 9.928684e+00 1.001995e+01 1.033115e+01
y_rep[1187] 9.712391e+00 9.799489e+00 1.011961e+01
y_rep[1188] 1.021325e+01 1.030873e+01 1.058933e+01
y_rep[1189] 1.028650e+01 1.037947e+01 1.070363e+01
y_rep[1190] 1.007006e+01 1.015211e+01 1.040478e+01
y_rep[1191] 1.019122e+01 1.027704e+01 1.054910e+01
y_rep[1192] 1.002803e+01 1.011614e+01 1.041485e+01
y_rep[1193] 1.030338e+01 1.039712e+01 1.070612e+01
y_rep[1194] 1.044034e+01 1.053323e+01 1.082599e+01
y_rep[1195] 1.021836e+01 1.031483e+01 1.059970e+01
y_rep[1196] 1.137792e+01 1.147388e+01 1.176916e+01
y_rep[1197] 1.151466e+01 1.160840e+01 1.191222e+01
y_rep[1198] 1.130141e+01 1.139500e+01 1.170596e+01
y_rep[1199] 1.138885e+01 1.147480e+01 1.177170e+01
y_rep[1200] 1.148810e+01 1.158010e+01 1.185954e+01
y_rep[1201] 1.128734e+01 1.137592e+01 1.165488e+01
y_rep[1202] 1.110562e+01 1.119957e+01 1.150334e+01
y_rep[1203] 1.121901e+01 1.131067e+01 1.159039e+01
y_rep[1204] 1.102153e+01 1.110858e+01 1.141327e+01
y_rep[1205] 1.100544e+01 1.109057e+01 1.138739e+01
y_rep[1206] 1.105631e+01 1.114186e+01 1.145063e+01
y_rep[1207] 1.090420e+01 1.100015e+01 1.132712e+01
y_rep[1208] 1.085594e+01 1.094738e+01 1.124444e+01
y_rep[1209] 1.101329e+01 1.109559e+01 1.140937e+01
y_rep[1210] 1.095488e+01 1.104708e+01 1.136071e+01
y_rep[1211] 1.054508e+01 1.063420e+01 1.090247e+01
y_rep[1212] 1.064348e+01 1.073379e+01 1.105858e+01
y_rep[1213] 1.059562e+01 1.068420e+01 1.099560e+01
y_rep[1214] 1.058026e+01 1.067238e+01 1.097818e+01
y_rep[1215] 1.108777e+01 1.117616e+01 1.145976e+01
y_rep[1216] 1.106573e+01 1.115568e+01 1.148849e+01
y_rep[1217] 1.074264e+01 1.083168e+01 1.115489e+01
y_rep[1218] 1.069754e+01 1.079016e+01 1.111103e+01
y_rep[1219] 9.832358e+00 9.926520e+00 1.021642e+01
y_rep[1220] 9.524857e+00 9.622622e+00 9.950985e+00
y_rep[1221] 1.001803e+01 1.010813e+01 1.035878e+01
y_rep[1222] 1.043477e+01 1.052181e+01 1.081788e+01
y_rep[1223] 9.816151e+00 9.900080e+00 1.018629e+01
y_rep[1224] 1.001652e+01 1.011789e+01 1.043935e+01
y_rep[1225] 9.841708e+00 9.935779e+00 1.024847e+01
y_rep[1226] 9.910474e+00 9.998049e+00 1.029486e+01
y_rep[1227] 1.024757e+01 1.033971e+01 1.063788e+01
y_rep[1228] 1.027006e+01 1.036071e+01 1.063155e+01
y_rep[1229] 1.005718e+01 1.015357e+01 1.042692e+01
y_rep[1230] 9.941274e+00 1.002656e+01 1.033305e+01
y_rep[1231] 9.738032e+00 9.830709e+00 1.010456e+01
y_rep[1232] 9.697923e+00 9.792574e+00 1.010955e+01
y_rep[1233] 9.565533e+00 9.654223e+00 9.966962e+00
y_rep[1234] 9.529804e+00 9.614989e+00 9.923458e+00
y_rep[1235] 9.435274e+00 9.529178e+00 9.867843e+00
y_rep[1236] 9.240230e+00 9.334675e+00 9.645306e+00
y_rep[1237] 9.358058e+00 9.442541e+00 9.711660e+00
y_rep[1238] 9.080293e+00 9.170461e+00 9.483807e+00
y_rep[1239] 9.295887e+00 9.391769e+00 9.659267e+00
y_rep[1240] 9.093216e+00 9.185708e+00 9.467183e+00
y_rep[1241] 9.055786e+00 9.148749e+00 9.513785e+00
y_rep[1242] 9.245633e+00 9.336030e+00 9.658374e+00
y_rep[1243] 9.281749e+00 9.365489e+00 9.667438e+00
y_rep[1244] 8.996047e+00 9.083627e+00 9.384955e+00
y_rep[1245] 8.862600e+00 8.953150e+00 9.259690e+00
y_rep[1246] 9.078403e+00 9.161638e+00 9.476460e+00
y_rep[1247] 8.972077e+00 9.059897e+00 9.373082e+00
y_rep[1248] 8.749977e+00 8.841916e+00 9.108288e+00
y_rep[1249] 8.683779e+00 8.776606e+00 9.081712e+00
y_rep[1250] 8.446652e+00 8.530717e+00 8.779964e+00
y_rep[1251] 8.283474e+00 8.368897e+00 8.708016e+00
y_rep[1252] 8.290195e+00 8.385522e+00 8.719340e+00
y_rep[1253] 8.223963e+00 8.313300e+00 8.632750e+00
y_rep[1254] 8.415758e+00 8.502888e+00 8.831478e+00
y_rep[1255] 8.245788e+00 8.342794e+00 8.664960e+00
y_rep[1256] 8.306699e+00 8.393814e+00 8.708509e+00
y_rep[1257] 9.391255e+00 9.486088e+00 9.802273e+00
y_rep[1258] 9.570434e+00 9.660068e+00 9.977453e+00
y_rep[1259] 9.374286e+00 9.455166e+00 9.746532e+00
y_rep[1260] 9.463935e+00 9.554987e+00 9.876648e+00
y_rep[1261] 9.214139e+00 9.304211e+00 9.604749e+00
y_rep[1262] 8.786499e+00 8.877618e+00 9.196645e+00
y_rep[1263] 9.048337e+00 9.143979e+00 9.438349e+00
y_rep[1264] 9.342902e+00 9.427544e+00 9.733173e+00
y_rep[1265] 9.040216e+00 9.127690e+00 9.442354e+00
y_rep[1266] 8.847745e+00 8.933217e+00 9.287929e+00
y_rep[1267] 8.946053e+00 9.036753e+00 9.319223e+00
y_rep[1268] 8.855254e+00 8.952069e+00 9.316841e+00
y_rep[1269] 8.861542e+00 8.947062e+00 9.277391e+00
y_rep[1270] 9.079417e+00 9.170875e+00 9.495737e+00
y_rep[1271] 9.127630e+00 9.214885e+00 9.505204e+00
y_rep[1272] 9.156353e+00 9.247596e+00 9.527461e+00
y_rep[1273] 9.258585e+00 9.346311e+00 9.675199e+00
y_rep[1274] 9.389623e+00 9.479013e+00 9.781418e+00
y_rep[1275] 9.343754e+00 9.436358e+00 9.714345e+00
y_rep[1276] 9.379996e+00 9.469506e+00 9.810317e+00
y_rep[1277] 9.265930e+00 9.353722e+00 9.710033e+00
y_rep[1278] 9.208770e+00 9.297487e+00 9.635345e+00
y_rep[1279] 9.103927e+00 9.190940e+00 9.524292e+00
y_rep[1280] 8.659334e+00 8.752037e+00 9.050313e+00
y_rep[1281] 8.536361e+00 8.632141e+00 8.925689e+00
y_rep[1282] 8.872167e+00 8.959510e+00 9.311024e+00
y_rep[1283] 8.588041e+00 8.677967e+00 9.015294e+00
y_rep[1284] 8.442615e+00 8.530691e+00 8.854831e+00
y_rep[1285] 8.585186e+00 8.673652e+00 8.998065e+00
y_rep[1286] 8.219450e+00 8.313638e+00 8.652265e+00
y_rep[1287] 8.013804e+00 8.100937e+00 8.423968e+00
y_rep[1288] 9.175304e+00 9.267214e+00 9.580282e+00
y_rep[1289] 8.959816e+00 9.051056e+00 9.409653e+00
y_rep[1290] 8.922377e+00 9.008177e+00 9.353159e+00
y_rep[1291] 8.987172e+00 9.078693e+00 9.353792e+00
y_rep[1292] 8.832049e+00 8.926953e+00 9.241046e+00
y_rep[1293] 8.505888e+00 8.590288e+00 8.918933e+00
y_rep[1294] 8.450247e+00 8.544690e+00 8.844098e+00
y_rep[1295] 8.339777e+00 8.434352e+00 8.753407e+00
y_rep[1296] 8.174945e+00 8.264265e+00 8.533042e+00
y_rep[1297] 8.099144e+00 8.195621e+00 8.493672e+00
y_rep[1298] 8.088320e+00 8.183083e+00 8.474948e+00
y_rep[1299] 7.796213e+00 7.883278e+00 8.165932e+00
y_rep[1300] 7.987113e+00 8.073399e+00 8.365897e+00
y_rep[1301] 7.702592e+00 7.788484e+00 8.103031e+00
y_rep[1302] 7.883742e+00 7.969911e+00 8.299049e+00
y_rep[1303] 7.898323e+00 7.988524e+00 8.283753e+00
y_rep[1304] 7.931708e+00 8.024145e+00 8.334920e+00
y_rep[1305] 7.935941e+00 8.019554e+00 8.328388e+00
y_rep[1306] 8.263262e+00 8.353531e+00 8.642033e+00
y_rep[1307] 8.070450e+00 8.160914e+00 8.435723e+00
y_rep[1308] 8.005184e+00 8.098741e+00 8.419276e+00
y_rep[1309] 8.042010e+00 8.127985e+00 8.450591e+00
y_rep[1310] 8.311522e+00 8.404264e+00 8.738925e+00
y_rep[1311] 7.816235e+00 7.902814e+00 8.219277e+00
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log_lik[1383] 8.744550e-01 9.102986e-01 9.801403e-01
log_lik[1384] 1.134184e+00 1.154118e+00 1.192449e+00
log_lik[1385] 1.065432e+00 1.091124e+00 1.135941e+00
log_lik[1386] 4.031300e-01 4.473657e-01 5.181814e-01
log_lik[1387] 1.010989e+00 1.036747e+00 1.081635e+00
log_lik[1388] 1.084154e+00 1.106004e+00 1.147206e+00
log_lik[1389] 1.010819e+00 1.040014e+00 1.095203e+00
log_lik[1390] 1.124175e+00 1.144377e+00 1.182861e+00
log_lik[1391] 1.117749e+00 1.136853e+00 1.175775e+00
log_lik[1392] 1.114515e+00 1.135369e+00 1.173798e+00
log_lik[1393] 1.133177e+00 1.152072e+00 1.191567e+00
log_lik[1394] 5.170687e-01 5.591228e-01 6.332746e-01
log_lik[1395] 7.784041e-01 8.131628e-01 8.782885e-01
log_lik[1396] -1.981272e-01 -1.411863e-01 -3.120377e-02
log_lik[1397] -1.018951e-01 -5.093191e-02 3.837388e-02
log_lik[1398] -4.722001e-01 -4.231604e-01 -3.317400e-01
log_lik[1399] -1.825797e+00 -1.756630e+00 -1.632312e+00
log_lik[1400] 7.295317e-01 7.674191e-01 8.376107e-01
log_lik[1401] -9.225671e-01 -8.734510e-01 -7.727633e-01
log_lik[1402] 9.573478e-01 9.889687e-01 1.042269e+00
log_lik[1403] -2.005638e-01 -1.617713e-01 -8.720203e-02
log_lik[1404] 8.211211e-01 8.517706e-01 9.079761e-01
log_lik[1405] 1.125556e+00 1.144385e+00 1.184120e+00
log_lik[1406] 9.761851e-01 1.003378e+00 1.051459e+00
log_lik[1407] 8.424889e-01 8.724262e-01 9.225477e-01
log_lik[1408] 1.138949e+00 1.157539e+00 1.194815e+00
log_lik[1409] 1.074594e+00 1.098217e+00 1.140341e+00
log_lik[1410] -1.831772e+00 -1.782862e+00 -1.693920e+00
log_lik[1411] 1.137861e+00 1.156684e+00 1.193478e+00
log_lik[1412] -1.059048e-01 -4.976265e-02 4.525016e-02
log_lik[1413] -1.096120e+00 -1.055855e+00 -9.801077e-01
log_lik[1414] 6.275825e-02 1.675763e-01 3.960288e-01
log_lik[1415] -3.561585e+00 -3.477825e+00 -3.324449e+00
log_lik[1416] -7.217275e-01 -6.711336e-01 -5.838934e-01
log_lik[1417] -3.123833e-01 -2.733142e-01 -2.042567e-01
log_lik[1418] 8.468513e-01 8.908951e-01 9.760778e-01
log_lik[1419] -2.420052e+00 -2.339065e+00 -2.198081e+00
log_lik[1420] 1.111211e+00 1.134999e+00 1.179758e+00
log_lik[1421] -5.306710e-01 -4.888295e-01 -4.077433e-01
log_lik[1422] 6.054977e-01 6.476107e-01 7.306605e-01
log_lik[1423] -8.058961e-01 -7.500043e-01 -6.389841e-01
log_lik[1424] -6.603028e+00 -6.441607e+00 -6.127500e+00
log_lik[1425] -3.962140e+00 -3.846268e+00 -3.625385e+00
log_lik[1426] -2.957572e-01 -2.263510e-01 -9.565777e-02
log_lik[1427] 8.021556e-01 9.343335e-01 1.110364e+00
log_lik[1428] -9.829881e-01 -8.631425e-01 -5.776205e-01
log_lik[1429] 7.522099e-01 8.103608e-01 9.178940e-01
log_lik[1430] 7.122043e-01 7.606769e-01 8.366525e-01
log_lik[1431] -1.492121e-01 -5.103887e-02 1.319335e-01
log_lik[1432] 6.396492e-01 7.478288e-01 9.342019e-01
log_lik[1433] -2.496620e+00 -2.404667e+00 -2.232511e+00
log_lik[1434] 1.057785e+00 1.086323e+00 1.137376e+00
log_lik[1435] 2.949898e-01 3.653911e-01 5.038044e-01
log_lik[1436] 8.961503e-01 9.513545e-01 1.045795e+00
log_lik[1437] 1.067804e+00 1.097407e+00 1.144637e+00
log_lik[1438] -5.021702e-01 -3.908892e-01 -1.953215e-01
log_lik[1439] -1.142563e-01 -3.980984e-02 8.460105e-02
log_lik[1440] 4.742331e-01 5.325600e-01 6.282583e-01
log_lik[1441] 9.277614e-01 9.681431e-01 1.045393e+00
log_lik[1442] 1.093073e+00 1.124322e+00 1.170171e+00
log_lik[1443] 6.654023e-01 7.148751e-01 8.097932e-01
log_lik[1444] 2.415886e-01 3.256953e-01 4.993901e-01
log_lik[1445] -5.444357e-01 -4.721759e-01 -3.110297e-01
log_lik[1446] 9.937587e-01 1.032755e+00 1.100760e+00
log_lik[1447] -7.088124e-02 5.289052e-02 2.603618e-01
log_lik[1448] 6.068502e-01 6.490496e-01 7.285395e-01
log_lik[1449] -6.878326e-01 -6.421157e-01 -5.625240e-01
log_lik[1450] -5.625395e+00 -5.499880e+00 -5.249630e+00
log_lik[1451] 8.336946e-01 9.359470e-01 1.084434e+00
log_lik[1452] 1.036183e+00 1.073484e+00 1.140546e+00
log_lik[1453] 8.878259e-02 1.336079e-01 2.238301e-01
log_lik[1454] 4.052933e-01 4.704942e-01 5.896920e-01
log_lik[1455] -1.070243e+00 -9.846684e-01 -7.900844e-01
log_lik[1456] 1.073152e+00 1.100756e+00 1.152610e+00
log_lik[1457] 4.034138e-01 4.819659e-01 6.353975e-01
log_lik[1458] 3.793477e-01 4.311689e-01 5.320659e-01
log_lik[1459] 7.549240e-01 8.197302e-01 9.381049e-01
log_lik[1460] -4.159433e+00 -4.073170e+00 -3.907146e+00
y_hat 1.230171e+01 1.239928e+01 1.269352e+01
lp__ 1.326407e+03 1.327592e+03 1.329188e+03
, , chains = chain:3
stats
parameter mean sd 2.5% 25%
alpha 1.230546e+01 0.003973906 1.229744e+01 1.230271e+01
beta[1] 6.342716e-01 0.096084179 4.493998e-01 5.721171e-01
beta[2] 6.505631e-01 0.110262386 4.350719e-01 5.784227e-01
beta[3] 1.906832e+00 0.123306274 1.660358e+00 1.823103e+00
beta_mu[1] 2.383781e-01 16.635115521 -3.111444e+01 -1.085363e+01
beta_mu[2] 2.319618e-01 16.594702543 -3.202840e+01 -1.103345e+01
beta_mu[3] 1.534333e+00 16.825530100 -3.228058e+01 -9.320958e+00
sigma 1.163208e-01 0.003934843 1.085799e-01 1.136714e-01
nu 2.700884e+00 0.216056675 2.311512e+00 2.552989e+00
mu[1] 1.651855e+01 0.007945066 1.650273e+01 1.651311e+01
mu[2] 1.685687e+01 0.008532664 1.683945e+01 1.685124e+01
mu[3] 1.641347e+01 0.009647911 1.639408e+01 1.640723e+01
mu[4] 1.709921e+01 0.008941386 1.708116e+01 1.709329e+01
mu[5] 1.715485e+01 0.018057844 1.711952e+01 1.714276e+01
mu[6] 1.769582e+01 0.010945051 1.767451e+01 1.768848e+01
mu[7] 1.735332e+01 0.015949932 1.732224e+01 1.734232e+01
mu[8] 1.763681e+01 0.021756172 1.759196e+01 1.762171e+01
mu[9] 1.735331e+01 0.008930997 1.733568e+01 1.734748e+01
mu[10] 1.780541e+01 0.009609646 1.778670e+01 1.779886e+01
mu[11] 1.801550e+01 0.009627668 1.799697e+01 1.800913e+01
mu[12] 1.914882e+01 0.011644963 1.912576e+01 1.914106e+01
mu[13] 1.895753e+01 0.010403415 1.893686e+01 1.895087e+01
mu[14] 1.843137e+01 0.010337162 1.841068e+01 1.842464e+01
mu[15] 1.750821e+01 0.021309355 1.746678e+01 1.749333e+01
mu[16] 1.688535e+01 0.008222096 1.686948e+01 1.687998e+01
mu[17] 1.720144e+01 0.014340764 1.717344e+01 1.719199e+01
mu[18] 1.746842e+01 0.010238365 1.744756e+01 1.746140e+01
mu[19] 1.720073e+01 0.008863181 1.718308e+01 1.719478e+01
mu[20] 1.648410e+01 0.010089535 1.646433e+01 1.647755e+01
mu[21] 1.624361e+01 0.008130356 1.622733e+01 1.623802e+01
mu[22] 1.638847e+01 0.007399642 1.637356e+01 1.638372e+01
mu[23] 1.634588e+01 0.008477695 1.632876e+01 1.634021e+01
mu[24] 1.683970e+01 0.008219174 1.682343e+01 1.683428e+01
mu[25] 1.693230e+01 0.008258902 1.691595e+01 1.692673e+01
mu[26] 1.619020e+01 0.010681226 1.617008e+01 1.618296e+01
mu[27] 1.606033e+01 0.010048330 1.604181e+01 1.605335e+01
mu[28] 1.584754e+01 0.013018343 1.582148e+01 1.583922e+01
mu[29] 1.543859e+01 0.006576248 1.542498e+01 1.543420e+01
mu[30] 1.523809e+01 0.008468599 1.522237e+01 1.523233e+01
mu[31] 1.531844e+01 0.010296745 1.529897e+01 1.531135e+01
mu[32] 1.467697e+01 0.009097498 1.465914e+01 1.467096e+01
mu[33] 1.415324e+01 0.006345218 1.414128e+01 1.414900e+01
mu[34] 1.393631e+01 0.005260541 1.392591e+01 1.393264e+01
mu[35] 1.322780e+01 0.016696228 1.319487e+01 1.321668e+01
mu[36] 1.317172e+01 0.006072411 1.316061e+01 1.316754e+01
mu[37] 1.361190e+01 0.008157570 1.359688e+01 1.360646e+01
mu[38] 1.480991e+01 0.020567849 1.477115e+01 1.479556e+01
mu[39] 1.522465e+01 0.006332194 1.521135e+01 1.522046e+01
mu[40] 1.479121e+01 0.007151542 1.477721e+01 1.478643e+01
mu[41] 1.468747e+01 0.005789892 1.467551e+01 1.468367e+01
mu[42] 1.489575e+01 0.007025461 1.488189e+01 1.489090e+01
mu[43] 1.475442e+01 0.005662708 1.474287e+01 1.475067e+01
mu[44] 1.522731e+01 0.009181087 1.521020e+01 1.522091e+01
mu[45] 1.463212e+01 0.007020223 1.461784e+01 1.462758e+01
mu[46] 1.376873e+01 0.008202112 1.375262e+01 1.376331e+01
mu[47] 1.360750e+01 0.008743896 1.359063e+01 1.360174e+01
mu[48] 1.380732e+01 0.006635317 1.379476e+01 1.380271e+01
mu[49] 1.449967e+01 0.009526062 1.448160e+01 1.449322e+01
mu[50] 1.493864e+01 0.009129292 1.492210e+01 1.493251e+01
mu[51] 1.501325e+01 0.008915047 1.499697e+01 1.500722e+01
mu[52] 1.440397e+01 0.009417158 1.438608e+01 1.439766e+01
mu[53] 1.424300e+01 0.005390193 1.423200e+01 1.423950e+01
mu[54] 1.432360e+01 0.005723089 1.431235e+01 1.431964e+01
mu[55] 1.423863e+01 0.009643213 1.421913e+01 1.423226e+01
mu[56] 1.432686e+01 0.005457946 1.431586e+01 1.432337e+01
mu[57] 1.450452e+01 0.008955980 1.448737e+01 1.449828e+01
mu[58] 1.471757e+01 0.005764938 1.470623e+01 1.471364e+01
mu[59] 1.412178e+01 0.006108648 1.410934e+01 1.411783e+01
mu[60] 1.394878e+01 0.005575264 1.393820e+01 1.394498e+01
mu[61] 1.308140e+01 0.018427629 1.304513e+01 1.306878e+01
mu[62] 1.303985e+01 0.005471892 1.302875e+01 1.303616e+01
mu[63] 1.416549e+01 0.006178874 1.415270e+01 1.416136e+01
mu[64] 1.397959e+01 0.005485094 1.396862e+01 1.397584e+01
mu[65] 1.357700e+01 0.006298943 1.356460e+01 1.357279e+01
mu[66] 1.328394e+01 0.005205878 1.327404e+01 1.328041e+01
mu[67] 1.338885e+01 0.005064239 1.337871e+01 1.338550e+01
mu[68] 1.355909e+01 0.005671546 1.354809e+01 1.355521e+01
mu[69] 1.387592e+01 0.008533646 1.385999e+01 1.387041e+01
mu[70] 1.402813e+01 0.006608200 1.401574e+01 1.402361e+01
mu[71] 1.381946e+01 0.007611494 1.380449e+01 1.381419e+01
mu[72] 1.289598e+01 0.009906986 1.287715e+01 1.288949e+01
mu[73] 1.234756e+01 0.004690736 1.233870e+01 1.234445e+01
mu[74] 1.226351e+01 0.004284595 1.225525e+01 1.226067e+01
mu[75] 1.219198e+01 0.004841610 1.218277e+01 1.218864e+01
mu[76] 1.292899e+01 0.006576134 1.291659e+01 1.292452e+01
mu[77] 1.295663e+01 0.004375081 1.294773e+01 1.295376e+01
mu[78] 1.285659e+01 0.004641651 1.284748e+01 1.285340e+01
mu[79] 1.240244e+01 0.005009991 1.239256e+01 1.239915e+01
mu[80] 1.238533e+01 0.007006357 1.237130e+01 1.238062e+01
mu[81] 1.234156e+01 0.004496771 1.233242e+01 1.233856e+01
mu[82] 1.249770e+01 0.004231423 1.248903e+01 1.249486e+01
mu[83] 1.269181e+01 0.005109729 1.268194e+01 1.268838e+01
mu[84] 1.295132e+01 0.007890946 1.293629e+01 1.294597e+01
mu[85] 1.261381e+01 0.005152621 1.260379e+01 1.261042e+01
mu[86] 1.209834e+01 0.007920850 1.208296e+01 1.209282e+01
mu[87] 1.283813e+01 0.008748807 1.282131e+01 1.283216e+01
mu[88] 1.312176e+01 0.005009396 1.311174e+01 1.311839e+01
mu[89] 1.307799e+01 0.006239510 1.306565e+01 1.307388e+01
mu[90] 1.379875e+01 0.009662413 1.377971e+01 1.379241e+01
mu[91] 1.380773e+01 0.005476033 1.379715e+01 1.380409e+01
mu[92] 1.345716e+01 0.004871955 1.344770e+01 1.345381e+01
mu[93] 1.314250e+01 0.004600286 1.313361e+01 1.313936e+01
mu[94] 1.338101e+01 0.005462522 1.337084e+01 1.337724e+01
mu[95] 1.338602e+01 0.006142370 1.337409e+01 1.338187e+01
mu[96] 1.359333e+01 0.006771978 1.358045e+01 1.358878e+01
mu[97] 1.374479e+01 0.005337430 1.373457e+01 1.374128e+01
mu[98] 1.349623e+01 0.006293227 1.348433e+01 1.349202e+01
mu[99] 1.302827e+01 0.004944305 1.301855e+01 1.302505e+01
mu[100] 1.280796e+01 0.004460800 1.279936e+01 1.280496e+01
mu[101] 1.278219e+01 0.008851419 1.276513e+01 1.277636e+01
mu[102] 1.318793e+01 0.006204375 1.317557e+01 1.318374e+01
mu[103] 1.414597e+01 0.005472429 1.413523e+01 1.414234e+01
mu[104] 1.369920e+01 0.011845576 1.367659e+01 1.369094e+01
mu[105] 1.346613e+01 0.006408955 1.345340e+01 1.346188e+01
mu[106] 1.336980e+01 0.005655274 1.335850e+01 1.336606e+01
mu[107] 1.288234e+01 0.004694122 1.287342e+01 1.287914e+01
mu[108] 1.294459e+01 0.005514478 1.293423e+01 1.294081e+01
mu[109] 1.347978e+01 0.006264000 1.346812e+01 1.347553e+01
mu[110] 1.341097e+01 0.007849844 1.339629e+01 1.340564e+01
mu[111] 1.285880e+01 0.005378342 1.284826e+01 1.285512e+01
mu[112] 1.279520e+01 0.006190311 1.278293e+01 1.279114e+01
mu[113] 1.187043e+01 0.009537177 1.185109e+01 1.186419e+01
mu[114] 1.138419e+01 0.004137764 1.137606e+01 1.138157e+01
mu[115] 1.156918e+01 0.006733861 1.155594e+01 1.156446e+01
mu[116] 1.209871e+01 0.010377362 1.207944e+01 1.209149e+01
mu[117] 1.208712e+01 0.007502747 1.207299e+01 1.208200e+01
mu[118] 1.167274e+01 0.004747057 1.166330e+01 1.166953e+01
mu[119] 1.154486e+01 0.004595480 1.153578e+01 1.154188e+01
mu[120] 1.119639e+01 0.004240512 1.118797e+01 1.119360e+01
mu[121] 1.117064e+01 0.004530148 1.116175e+01 1.116748e+01
mu[122] 1.161837e+01 0.005666850 1.160664e+01 1.161467e+01
mu[123] 1.198099e+01 0.004850427 1.197132e+01 1.197766e+01
mu[124] 1.208138e+01 0.003957765 1.207326e+01 1.207863e+01
mu[125] 1.197153e+01 0.010307637 1.195095e+01 1.196452e+01
mu[126] 1.147305e+01 0.006602546 1.146004e+01 1.146867e+01
mu[127] 1.110839e+01 0.006713209 1.109530e+01 1.110396e+01
mu[128] 1.123315e+01 0.004863052 1.122314e+01 1.122989e+01
mu[129] 1.129462e+01 0.006392199 1.128197e+01 1.129044e+01
mu[130] 1.147634e+01 0.004684263 1.146711e+01 1.147324e+01
mu[131] 1.144304e+01 0.004150068 1.143477e+01 1.144025e+01
mu[132] 1.086004e+01 0.005727736 1.084872e+01 1.085632e+01
mu[133] 1.056431e+01 0.006633685 1.055140e+01 1.056007e+01
mu[134] 1.069396e+01 0.004435248 1.068519e+01 1.069086e+01
mu[135] 1.090816e+01 0.004125471 1.090017e+01 1.090544e+01
mu[136] 1.078310e+01 0.004842269 1.077345e+01 1.077977e+01
mu[137] 1.153735e+01 0.008256809 1.152126e+01 1.153192e+01
mu[138] 1.151237e+01 0.006396092 1.149984e+01 1.150792e+01
mu[139] 1.107979e+01 0.004050847 1.107175e+01 1.107704e+01
mu[140] 1.081618e+01 0.005325173 1.080605e+01 1.081249e+01
mu[141] 1.164906e+01 0.010504902 1.162874e+01 1.164203e+01
mu[142] 1.124557e+01 0.006886094 1.123210e+01 1.124088e+01
mu[143] 1.135639e+01 0.004119949 1.134810e+01 1.135357e+01
mu[144] 1.129619e+01 0.004065651 1.128807e+01 1.129334e+01
mu[145] 1.053533e+01 0.007516893 1.052037e+01 1.053034e+01
mu[146] 1.024730e+01 0.004436749 1.023875e+01 1.024428e+01
mu[147] 1.027542e+01 0.005967168 1.026386e+01 1.027125e+01
mu[148] 1.064669e+01 0.004806174 1.063728e+01 1.064346e+01
mu[149] 1.058011e+01 0.005449370 1.056935e+01 1.057652e+01
mu[150] 1.084687e+01 0.004159988 1.083862e+01 1.084409e+01
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mu[1313] 8.281380e+00 0.006724860 8.268296e+00 8.276776e+00
mu[1314] 8.391100e+00 0.010157308 8.371072e+00 8.383993e+00
mu[1315] 8.308667e+00 0.006270324 8.296494e+00 8.304333e+00
mu[1316] 8.226572e+00 0.006632111 8.213007e+00 8.221836e+00
mu[1317] 8.425467e+00 0.011167274 8.403114e+00 8.418066e+00
mu[1318] 8.423601e+00 0.006221632 8.411247e+00 8.419322e+00
mu[1319] 9.485596e+00 0.005295155 9.475110e+00 9.481855e+00
mu[1320] 9.692297e+00 0.006540928 9.678973e+00 9.687956e+00
mu[1321] 9.539406e+00 0.005221485 9.529206e+00 9.535741e+00
mu[1322] 9.633190e+00 0.005213265 9.622941e+00 9.629584e+00
mu[1323] 9.526131e+00 0.004873465 9.516802e+00 9.522776e+00
mu[1324] 9.592080e+00 0.005273058 9.581711e+00 9.588349e+00
mu[1325] 1.005476e+01 0.004823834 1.004538e+01 1.005134e+01
mu[1326] 9.752652e+00 0.005365988 9.741365e+00 9.748946e+00
mu[1327] 9.647044e+00 0.004876430 9.637828e+00 9.643912e+00
mu[1328] 9.622365e+00 0.007231385 9.607702e+00 9.617467e+00
mu[1329] 9.502541e+00 0.005108718 9.492388e+00 9.499018e+00
mu[1330] 9.699724e+00 0.005797380 9.688354e+00 9.695952e+00
mu[1331] 1.002788e+01 0.006516356 1.001515e+01 1.002347e+01
mu[1332] 9.816742e+00 0.006604131 9.803845e+00 9.812362e+00
mu[1333] 9.652761e+00 0.006031235 9.641106e+00 9.648575e+00
mu[1334] 9.595379e+00 0.006840881 9.581502e+00 9.590735e+00
mu[1335] 9.446880e+00 0.005421639 9.436538e+00 9.443277e+00
mu[1336] 9.843417e+00 0.008919790 9.826105e+00 9.837401e+00
mu[1337] 9.916362e+00 0.006239556 9.903952e+00 9.912253e+00
mu[1338] 9.631926e+00 0.006374888 9.619813e+00 9.627635e+00
mu[1339] 9.624268e+00 0.006581862 9.611008e+00 9.619573e+00
mu[1340] 9.690219e+00 0.006519652 9.677076e+00 9.685815e+00
mu[1341] 9.732953e+00 0.005647588 9.721523e+00 9.729021e+00
mu[1342] 9.910700e+00 0.014510686 9.881524e+00 9.901099e+00
mu[1343] 9.890255e+00 0.007861385 9.874834e+00 9.884855e+00
mu[1344] 9.936789e+00 0.007646315 9.921792e+00 9.931834e+00
mu[1345] 9.759395e+00 0.004758789 9.750194e+00 9.755993e+00
mu[1346] 9.794424e+00 0.005863464 9.782806e+00 9.790433e+00
mu[1347] 9.664719e+00 0.005191321 9.654483e+00 9.661053e+00
mu[1348] 9.613919e+00 0.005154539 9.603877e+00 9.610358e+00
mu[1349] 9.507246e+00 0.006397214 9.494946e+00 9.502930e+00
mu[1350] 9.691393e+00 0.004746206 9.682277e+00 9.688111e+00
mu[1351] 9.758145e+00 0.004714702 9.749184e+00 9.754933e+00
mu[1352] 9.711337e+00 0.005128192 9.701236e+00 9.707850e+00
mu[1353] 9.973526e+00 0.006286391 9.961154e+00 9.969350e+00
mu[1354] 9.864623e+00 0.005005485 9.854532e+00 9.861336e+00
mu[1355] 9.724639e+00 0.008058403 9.708836e+00 9.719195e+00
mu[1356] 9.753749e+00 0.005000846 9.743945e+00 9.750226e+00
mu[1357] 9.902307e+00 0.005536298 9.891544e+00 9.898635e+00
mu[1358] 9.824660e+00 0.004893865 9.815470e+00 9.821459e+00
mu[1359] 9.372971e+00 0.006438798 9.360095e+00 9.368613e+00
mu[1360] 9.229373e+00 0.005694778 9.218033e+00 9.225526e+00
mu[1361] 8.768988e+00 0.005457871 8.758610e+00 8.765151e+00
mu[1362] 8.681671e+00 0.006720377 8.668550e+00 8.676948e+00
mu[1363] 8.727188e+00 0.006619171 8.713971e+00 8.722753e+00
mu[1364] 8.495389e+00 0.007869310 8.479755e+00 8.490038e+00
mu[1365] 8.540639e+00 0.005870754 8.529317e+00 8.536461e+00
mu[1366] 8.061520e+00 0.006401724 8.049004e+00 8.057209e+00
mu[1367] 8.170300e+00 0.007518164 8.155330e+00 8.165217e+00
mu[1368] 7.888809e+00 0.006566582 7.876155e+00 7.884392e+00
mu[1369] 7.925587e+00 0.006461338 7.913026e+00 7.921072e+00
mu[1370] 7.722179e+00 0.008622184 7.705449e+00 7.716233e+00
mu[1371] 7.542113e+00 0.007319950 7.528128e+00 7.537042e+00
mu[1372] 8.020537e+00 0.007557434 8.005356e+00 8.015379e+00
mu[1373] 8.296849e+00 0.007239174 8.282367e+00 8.291870e+00
mu[1374] 7.994740e+00 0.007152322 7.980840e+00 7.989785e+00
mu[1375] 7.881764e+00 0.006359193 7.869595e+00 7.877131e+00
mu[1376] 7.771160e+00 0.007024258 7.757686e+00 7.766306e+00
mu[1377] 7.670420e+00 0.006576701 7.657662e+00 7.665834e+00
mu[1378] 7.759665e+00 0.007046371 7.745747e+00 7.755021e+00
mu[1379] 7.808804e+00 0.006771107 7.795479e+00 7.804305e+00
mu[1380] 7.479148e+00 0.008696207 7.462555e+00 7.473208e+00
mu[1381] 7.836095e+00 0.007862816 7.820867e+00 7.830737e+00
mu[1382] 8.132403e+00 0.006322002 8.120086e+00 8.127832e+00
mu[1383] 8.015087e+00 0.008402355 7.998855e+00 8.009215e+00
mu[1384] 8.463459e+00 0.006346760 8.450582e+00 8.459153e+00
mu[1385] 8.630056e+00 0.007635905 8.614870e+00 8.624897e+00
mu[1386] 8.433331e+00 0.005973731 8.421750e+00 8.429138e+00
mu[1387] 8.491102e+00 0.006257867 8.478356e+00 8.486705e+00
mu[1388] 8.417272e+00 0.006273946 8.405260e+00 8.412810e+00
mu[1389] 8.294407e+00 0.008193915 8.278113e+00 8.288710e+00
mu[1390] 8.373873e+00 0.006441246 8.361144e+00 8.369238e+00
mu[1391] 8.348608e+00 0.006425395 8.336042e+00 8.344238e+00
mu[1392] 8.251142e+00 0.006137632 8.239048e+00 8.246805e+00
mu[1393] 8.240915e+00 0.008417729 8.224317e+00 8.234988e+00
mu[1394] 8.123037e+00 0.007036523 8.109195e+00 8.118247e+00
mu[1395] 7.850997e+00 0.006713206 7.837857e+00 7.846165e+00
mu[1396] 8.241926e+00 0.008384917 8.225498e+00 8.236046e+00
mu[1397] 8.114056e+00 0.006712946 8.100368e+00 8.109543e+00
mu[1398] 8.780803e+00 0.005949943 8.769171e+00 8.776538e+00
mu[1399] 9.803110e+00 0.011109020 9.781417e+00 9.795602e+00
mu[1400] 9.355941e+00 0.006981296 9.341966e+00 9.351004e+00
mu[1401] 9.563731e+00 0.006731287 9.550531e+00 9.559137e+00
mu[1402] 9.825610e+00 0.007683256 9.810680e+00 9.820555e+00
mu[1403] 1.000024e+01 0.004864574 9.990695e+00 9.996741e+00
mu[1404] 9.883534e+00 0.006019329 9.871604e+00 9.879372e+00
mu[1405] 9.765013e+00 0.006788845 9.751808e+00 9.760430e+00
mu[1406] 9.789009e+00 0.006849583 9.775743e+00 9.784399e+00
mu[1407] 9.657185e+00 0.005782080 9.645635e+00 9.653077e+00
mu[1408] 9.755913e+00 0.007652367 9.740921e+00 9.750665e+00
mu[1409] 1.001970e+01 0.006945821 1.000605e+01 1.001499e+01
mu[1410] 9.963611e+00 0.006576746 9.950738e+00 9.959256e+00
mu[1411] 1.021830e+01 0.009205552 1.020023e+01 1.021215e+01
mu[1412] 1.011294e+01 0.007146646 1.009870e+01 1.010815e+01
mu[1413] 1.021185e+01 0.004576386 1.020313e+01 1.020885e+01
mu[1414] 1.090260e+01 0.017497418 1.086934e+01 1.089062e+01
mu[1415] 1.359378e+01 0.013675277 1.356626e+01 1.358438e+01
mu[1416] 1.328595e+01 0.006524931 1.327318e+01 1.328155e+01
mu[1417] 1.364946e+01 0.004917856 1.363967e+01 1.364613e+01
mu[1418] 1.376376e+01 0.010145349 1.374491e+01 1.375688e+01
mu[1419] 1.399684e+01 0.013951934 1.397014e+01 1.398757e+01
mu[1420] 1.473662e+01 0.011759360 1.471538e+01 1.472875e+01
mu[1421] 1.462755e+01 0.005639986 1.461642e+01 1.462372e+01
mu[1422] 1.450907e+01 0.008263405 1.449198e+01 1.450375e+01
mu[1423] 1.506199e+01 0.008116594 1.504692e+01 1.505649e+01
mu[1424] 1.849217e+01 0.027285679 1.844162e+01 1.847328e+01
mu[1425] 1.794843e+01 0.025793383 1.789993e+01 1.793074e+01
mu[1426] 1.727546e+01 0.010410616 1.725455e+01 1.726868e+01
mu[1427] 1.796175e+01 0.029938737 1.790245e+01 1.794082e+01
mu[1428] 1.803468e+01 0.022565627 1.799024e+01 1.801895e+01
mu[1429] 1.762841e+01 0.012212865 1.760491e+01 1.762008e+01
mu[1430] 1.779327e+01 0.009002296 1.777541e+01 1.778724e+01
mu[1431] 1.854756e+01 0.014603078 1.851859e+01 1.853775e+01
mu[1432] 1.851386e+01 0.020567289 1.847405e+01 1.849972e+01
mu[1433] 1.889814e+01 0.018855136 1.886196e+01 1.888522e+01
mu[1434] 1.840084e+01 0.009845373 1.838148e+01 1.839425e+01
mu[1435] 1.843563e+01 0.011540170 1.841363e+01 1.842772e+01
mu[1436] 1.823259e+01 0.013634170 1.820629e+01 1.822318e+01
mu[1437] 1.826722e+01 0.009885051 1.824754e+01 1.826076e+01
mu[1438] 1.783158e+01 0.016161833 1.779956e+01 1.782077e+01
mu[1439] 1.817689e+01 0.010396097 1.815599e+01 1.817002e+01
mu[1440] 1.776380e+01 0.009171022 1.774561e+01 1.775788e+01
mu[1441] 1.766041e+01 0.010754186 1.763930e+01 1.765335e+01
mu[1442] 1.698248e+01 0.014201844 1.695453e+01 1.697357e+01
mu[1443] 1.686023e+01 0.009623204 1.684173e+01 1.685378e+01
mu[1444] 1.698340e+01 0.014401990 1.695587e+01 1.697337e+01
mu[1445] 1.686982e+01 0.012677805 1.684456e+01 1.686141e+01
mu[1446] 1.585785e+01 0.011094203 1.583574e+01 1.585051e+01
mu[1447] 1.456351e+01 0.017369168 1.452979e+01 1.455175e+01
mu[1448] 1.443311e+01 0.007299239 1.441866e+01 1.442820e+01
mu[1449] 1.433675e+01 0.005573275 1.432581e+01 1.433308e+01
mu[1450] 1.347755e+01 0.012246197 1.345384e+01 1.346964e+01
mu[1451] 1.496736e+01 0.022724342 1.492403e+01 1.495195e+01
mu[1452] 1.471296e+01 0.012726015 1.468898e+01 1.470426e+01
mu[1453] 1.550740e+01 0.006493678 1.549464e+01 1.550319e+01
mu[1454] 1.543036e+01 0.010304780 1.541010e+01 1.542360e+01
mu[1455] 1.553234e+01 0.015031445 1.550475e+01 1.552206e+01
mu[1456] 1.594455e+01 0.010127450 1.592443e+01 1.593786e+01
mu[1457] 1.625073e+01 0.013823108 1.622312e+01 1.624195e+01
mu[1458] 1.580320e+01 0.007941510 1.578795e+01 1.579772e+01
mu[1459] 1.609544e+01 0.013478299 1.606818e+01 1.608638e+01
mu[1460] 1.628682e+01 0.007463032 1.627158e+01 1.628189e+01
y_rep[1] 1.652167e+01 0.213113092 1.615243e+01 1.642809e+01
y_rep[2] 1.685761e+01 0.216654761 1.647167e+01 1.677005e+01
y_rep[3] 1.641741e+01 0.195613698 1.604245e+01 1.632057e+01
y_rep[4] 1.710364e+01 0.212106987 1.671709e+01 1.701692e+01
y_rep[5] 1.715398e+01 0.206452546 1.676224e+01 1.706404e+01
y_rep[6] 1.769157e+01 0.194839703 1.732518e+01 1.760267e+01
y_rep[7] 1.735004e+01 0.225484626 1.694714e+01 1.726588e+01
y_rep[8] 1.764207e+01 0.196033978 1.726363e+01 1.754816e+01
y_rep[9] 1.735526e+01 0.226170790 1.694244e+01 1.726580e+01
y_rep[10] 1.779613e+01 0.216605094 1.732088e+01 1.770483e+01
y_rep[11] 1.801034e+01 0.232606039 1.763069e+01 1.791588e+01
y_rep[12] 1.914525e+01 0.229347162 1.871424e+01 1.905217e+01
y_rep[13] 1.896122e+01 0.208681808 1.859724e+01 1.886378e+01
y_rep[14] 1.842627e+01 0.206940017 1.806447e+01 1.833755e+01
y_rep[15] 1.751004e+01 0.209080023 1.713463e+01 1.741541e+01
y_rep[16] 1.687564e+01 0.240824676 1.651231e+01 1.678982e+01
y_rep[17] 1.719103e+01 0.243655610 1.677966e+01 1.711208e+01
y_rep[18] 1.746045e+01 0.240191922 1.703051e+01 1.737410e+01
y_rep[19] 1.719727e+01 0.236827916 1.672379e+01 1.710942e+01
y_rep[20] 1.647795e+01 0.226776750 1.606650e+01 1.638520e+01
y_rep[21] 1.624425e+01 0.220974967 1.581136e+01 1.615734e+01
y_rep[22] 1.639590e+01 0.223259818 1.602075e+01 1.630418e+01
y_rep[23] 1.634815e+01 0.217870599 1.596651e+01 1.626105e+01
y_rep[24] 1.683608e+01 0.223406542 1.642843e+01 1.674262e+01
y_rep[25] 1.694127e+01 0.213179403 1.657312e+01 1.684727e+01
y_rep[26] 1.618652e+01 0.200937385 1.576812e+01 1.609936e+01
y_rep[27] 1.606393e+01 0.207441080 1.570670e+01 1.597758e+01
y_rep[28] 1.585927e+01 0.238274955 1.548641e+01 1.576459e+01
y_rep[29] 1.543883e+01 0.208803400 1.505879e+01 1.534633e+01
y_rep[30] 1.523120e+01 0.208576927 1.483864e+01 1.514195e+01
y_rep[31] 1.531265e+01 0.207260799 1.491967e+01 1.522316e+01
y_rep[32] 1.467538e+01 0.230579285 1.426299e+01 1.457849e+01
y_rep[33] 1.415167e+01 0.216112958 1.373619e+01 1.405889e+01
y_rep[34] 1.393939e+01 0.214240043 1.354580e+01 1.384531e+01
y_rep[35] 1.323294e+01 0.186148885 1.288389e+01 1.313882e+01
y_rep[36] 1.317210e+01 0.195542365 1.275364e+01 1.308256e+01
y_rep[37] 1.361418e+01 0.229069617 1.319300e+01 1.352217e+01
y_rep[38] 1.481118e+01 0.250862152 1.439620e+01 1.472285e+01
y_rep[39] 1.522487e+01 0.214885269 1.484506e+01 1.513154e+01
y_rep[40] 1.479334e+01 0.224312402 1.438215e+01 1.469232e+01
y_rep[41] 1.468716e+01 0.211828655 1.430860e+01 1.459433e+01
y_rep[42] 1.489362e+01 0.290241229 1.451888e+01 1.480507e+01
y_rep[43] 1.476017e+01 0.206368080 1.438567e+01 1.467005e+01
y_rep[44] 1.523275e+01 0.220661302 1.487545e+01 1.513997e+01
y_rep[45] 1.462807e+01 0.215524280 1.423370e+01 1.453363e+01
y_rep[46] 1.377669e+01 0.315565423 1.339383e+01 1.367245e+01
y_rep[47] 1.361370e+01 0.210973768 1.321539e+01 1.352294e+01
y_rep[48] 1.380417e+01 0.194445796 1.338845e+01 1.371929e+01
y_rep[49] 1.449564e+01 0.204058936 1.410935e+01 1.441024e+01
y_rep[50] 1.493729e+01 0.218520955 1.453034e+01 1.484916e+01
y_rep[51] 1.501067e+01 0.211360633 1.459451e+01 1.491684e+01
y_rep[52] 1.439984e+01 0.195176116 1.402941e+01 1.432199e+01
y_rep[53] 1.423752e+01 0.202624373 1.383097e+01 1.414764e+01
y_rep[54] 1.432198e+01 0.216737899 1.392053e+01 1.423407e+01
y_rep[55] 1.422640e+01 0.369318696 1.386533e+01 1.414486e+01
y_rep[56] 1.432641e+01 0.178902833 1.395094e+01 1.424316e+01
y_rep[57] 1.450874e+01 0.273777859 1.411122e+01 1.441636e+01
y_rep[58] 1.471011e+01 0.216853074 1.428563e+01 1.462078e+01
y_rep[59] 1.412724e+01 0.277232285 1.378658e+01 1.403066e+01
y_rep[60] 1.394420e+01 0.219470012 1.351749e+01 1.385629e+01
y_rep[61] 1.308043e+01 0.188471570 1.266332e+01 1.298476e+01
y_rep[62] 1.303763e+01 0.207498875 1.260752e+01 1.294822e+01
y_rep[63] 1.416718e+01 0.217108812 1.376774e+01 1.407960e+01
y_rep[64] 1.398949e+01 0.218889971 1.352064e+01 1.390255e+01
y_rep[65] 1.357591e+01 0.215600934 1.317630e+01 1.348911e+01
y_rep[66] 1.327946e+01 0.200402012 1.287258e+01 1.318649e+01
y_rep[67] 1.338862e+01 0.239688877 1.302180e+01 1.329720e+01
y_rep[68] 1.356364e+01 0.193914542 1.320205e+01 1.347402e+01
y_rep[69] 1.388381e+01 0.200169751 1.346643e+01 1.379154e+01
y_rep[70] 1.402683e+01 0.194943133 1.367565e+01 1.393804e+01
y_rep[71] 1.381634e+01 0.202169305 1.342716e+01 1.371900e+01
y_rep[72] 1.289051e+01 0.239368931 1.250200e+01 1.280539e+01
y_rep[73] 1.235087e+01 0.231677811 1.195621e+01 1.225827e+01
y_rep[74] 1.225692e+01 0.224850939 1.183815e+01 1.216661e+01
y_rep[75] 1.219263e+01 0.192669203 1.179451e+01 1.209863e+01
y_rep[76] 1.293854e+01 0.217250390 1.253588e+01 1.283950e+01
y_rep[77] 1.297064e+01 0.262276912 1.259415e+01 1.286904e+01
y_rep[78] 1.285908e+01 0.203298381 1.244848e+01 1.276912e+01
y_rep[79] 1.240331e+01 0.204367569 1.201012e+01 1.231334e+01
y_rep[80] 1.237903e+01 0.214081205 1.196255e+01 1.229846e+01
y_rep[81] 1.234260e+01 0.208335385 1.197491e+01 1.224664e+01
y_rep[82] 1.250008e+01 0.213377005 1.209580e+01 1.240979e+01
y_rep[83] 1.269677e+01 0.235054952 1.228188e+01 1.259787e+01
y_rep[84] 1.295020e+01 0.222727992 1.256969e+01 1.286465e+01
y_rep[85] 1.262030e+01 0.225675634 1.222398e+01 1.253010e+01
y_rep[86] 1.209433e+01 0.201661070 1.170248e+01 1.201272e+01
y_rep[87] 1.283535e+01 0.224313503 1.244876e+01 1.274622e+01
y_rep[88] 1.311917e+01 0.212190753 1.273518e+01 1.303257e+01
y_rep[89] 1.307728e+01 0.211154135 1.272858e+01 1.298282e+01
y_rep[90] 1.379464e+01 0.227722711 1.335186e+01 1.370670e+01
y_rep[91] 1.380780e+01 0.194761521 1.340758e+01 1.371694e+01
y_rep[92] 1.346473e+01 0.243346069 1.300871e+01 1.337256e+01
y_rep[93] 1.314936e+01 0.192438008 1.277810e+01 1.305770e+01
y_rep[94] 1.338317e+01 0.251831786 1.298625e+01 1.328610e+01
y_rep[95] 1.338292e+01 0.233602632 1.297015e+01 1.329919e+01
y_rep[96] 1.359177e+01 0.213832032 1.317526e+01 1.349892e+01
y_rep[97] 1.375101e+01 0.224804982 1.336736e+01 1.365611e+01
y_rep[98] 1.349318e+01 0.190598185 1.309703e+01 1.340419e+01
y_rep[99] 1.302461e+01 0.209946771 1.264200e+01 1.293774e+01
y_rep[100] 1.280103e+01 0.233299489 1.242712e+01 1.271394e+01
y_rep[101] 1.278846e+01 0.222519140 1.240111e+01 1.269773e+01
y_rep[102] 1.318824e+01 0.213115925 1.276171e+01 1.310666e+01
y_rep[103] 1.414381e+01 0.235243984 1.371821e+01 1.405594e+01
y_rep[104] 1.370520e+01 0.206079410 1.329476e+01 1.361392e+01
y_rep[105] 1.346497e+01 0.274937553 1.306081e+01 1.337733e+01
y_rep[106] 1.337272e+01 0.218236707 1.297315e+01 1.327807e+01
y_rep[107] 1.288032e+01 0.212352504 1.248403e+01 1.279018e+01
y_rep[108] 1.293988e+01 0.217353040 1.257674e+01 1.285588e+01
y_rep[109] 1.347917e+01 0.203066549 1.310334e+01 1.338808e+01
y_rep[110] 1.341465e+01 0.239544437 1.301493e+01 1.331540e+01
y_rep[111] 1.285425e+01 0.200988203 1.244275e+01 1.277032e+01
y_rep[112] 1.280034e+01 0.336280801 1.236875e+01 1.270468e+01
y_rep[113] 1.186112e+01 0.201504841 1.146154e+01 1.177550e+01
y_rep[114] 1.137190e+01 0.219963071 1.097541e+01 1.128344e+01
y_rep[115] 1.157728e+01 0.202673297 1.120548e+01 1.147826e+01
y_rep[116] 1.210124e+01 0.221146444 1.170000e+01 1.201068e+01
y_rep[117] 1.208753e+01 0.263442733 1.171612e+01 1.200200e+01
y_rep[118] 1.167533e+01 0.186446537 1.128150e+01 1.158602e+01
y_rep[119] 1.155242e+01 0.213831663 1.114970e+01 1.145644e+01
y_rep[120] 1.120167e+01 0.251415013 1.081524e+01 1.110899e+01
y_rep[121] 1.117441e+01 0.221315786 1.077123e+01 1.108132e+01
y_rep[122] 1.162052e+01 0.218262980 1.122548e+01 1.153095e+01
y_rep[123] 1.198711e+01 0.232976123 1.161068e+01 1.189488e+01
y_rep[124] 1.209036e+01 0.481062763 1.164608e+01 1.198870e+01
y_rep[125] 1.197163e+01 0.224746751 1.153233e+01 1.187362e+01
y_rep[126] 1.147742e+01 0.208330367 1.108757e+01 1.138609e+01
y_rep[127] 1.110114e+01 0.222516586 1.071722e+01 1.101839e+01
y_rep[128] 1.123877e+01 0.211065923 1.082729e+01 1.114716e+01
y_rep[129] 1.129916e+01 0.213819961 1.091410e+01 1.121419e+01
y_rep[130] 1.148202e+01 0.224980861 1.109712e+01 1.138657e+01
y_rep[131] 1.144242e+01 0.218426720 1.107476e+01 1.134670e+01
y_rep[132] 1.086380e+01 0.317633623 1.048244e+01 1.077252e+01
y_rep[133] 1.056687e+01 0.209137892 1.021173e+01 1.047574e+01
y_rep[134] 1.069586e+01 0.238245883 1.027646e+01 1.061225e+01
y_rep[135] 1.090069e+01 0.202834107 1.048152e+01 1.080846e+01
y_rep[136] 1.078728e+01 0.279619926 1.040721e+01 1.069572e+01
y_rep[137] 1.153491e+01 0.207736862 1.111273e+01 1.144470e+01
y_rep[138] 1.151055e+01 0.198256652 1.111852e+01 1.141852e+01
y_rep[139] 1.107907e+01 0.195019057 1.064860e+01 1.098878e+01
y_rep[140] 1.081009e+01 0.229528338 1.039125e+01 1.072316e+01
y_rep[141] 1.163862e+01 0.293785486 1.120988e+01 1.155363e+01
y_rep[142] 1.123880e+01 0.207647648 1.085148e+01 1.115224e+01
y_rep[143] 1.136754e+01 0.211170518 1.097574e+01 1.128041e+01
y_rep[144] 1.129795e+01 0.261307061 1.087588e+01 1.120559e+01
y_rep[145] 1.053775e+01 0.210956441 1.013986e+01 1.044559e+01
y_rep[146] 1.023112e+01 0.376882498 9.785082e+00 1.014825e+01
y_rep[147] 1.027563e+01 0.224857850 9.883470e+00 1.018270e+01
y_rep[148] 1.064580e+01 0.218507671 1.024023e+01 1.055697e+01
y_rep[149] 1.057107e+01 0.210522066 1.017627e+01 1.048943e+01
y_rep[150] 1.084569e+01 0.210935558 1.043380e+01 1.075077e+01
y_rep[151] 1.070806e+01 0.221133135 1.029056e+01 1.062052e+01
y_rep[152] 1.065456e+01 0.253387287 1.025730e+01 1.056233e+01
y_rep[153] 1.019194e+01 0.199526315 9.761067e+00 1.009828e+01
y_rep[154] 1.003230e+01 0.219994461 9.666103e+00 9.940534e+00
y_rep[155] 1.021081e+01 0.211844236 9.830972e+00 1.011766e+01
y_rep[156] 1.089568e+01 0.219491981 1.049594e+01 1.081225e+01
y_rep[157] 1.118063e+01 0.280263563 1.073860e+01 1.108738e+01
y_rep[158] 1.131360e+01 0.457907834 1.095930e+01 1.123081e+01
y_rep[159] 1.118354e+01 0.200867848 1.081736e+01 1.109331e+01
y_rep[160] 1.043598e+01 0.234204734 9.983406e+00 1.035376e+01
y_rep[161] 1.027962e+01 0.229458442 9.869453e+00 1.019340e+01
y_rep[162] 1.077173e+01 0.223741911 1.036417e+01 1.068715e+01
y_rep[163] 1.090635e+01 0.227627146 1.047274e+01 1.081304e+01
y_rep[164] 1.084100e+01 0.201876107 1.046392e+01 1.074913e+01
y_rep[165] 1.079841e+01 0.213669332 1.041444e+01 1.071313e+01
y_rep[166] 1.092133e+01 0.245790264 1.046119e+01 1.083348e+01
y_rep[167] 1.071053e+01 0.199702262 1.029379e+01 1.062515e+01
y_rep[168] 1.060916e+01 0.212496427 1.023312e+01 1.052883e+01
y_rep[169] 1.329869e+01 0.221063368 1.285841e+01 1.320896e+01
y_rep[170] 1.747996e+01 0.239358388 1.704910e+01 1.737829e+01
y_rep[171] 1.648541e+01 0.248570661 1.611250e+01 1.639134e+01
y_rep[172] 1.665147e+01 0.258607326 1.626729e+01 1.657114e+01
y_rep[173] 1.692607e+01 0.225392519 1.652001e+01 1.683967e+01
y_rep[174] 1.699836e+01 0.285437411 1.658639e+01 1.690513e+01
y_rep[175] 1.758040e+01 0.203077174 1.719872e+01 1.748957e+01
y_rep[176] 1.787171e+01 0.372040041 1.749187e+01 1.777375e+01
y_rep[177] 1.723878e+01 0.484059514 1.685954e+01 1.713990e+01
y_rep[178] 1.739693e+01 0.249204565 1.703887e+01 1.730673e+01
y_rep[179] 1.761131e+01 0.213450245 1.722015e+01 1.752189e+01
y_rep[180] 1.736773e+01 0.210667740 1.698356e+01 1.727751e+01
y_rep[181] 1.719478e+01 0.197802997 1.677704e+01 1.711618e+01
y_rep[182] 1.725613e+01 0.238480018 1.685957e+01 1.715419e+01
y_rep[183] 1.687551e+01 0.206231633 1.646062e+01 1.678665e+01
y_rep[184] 1.733285e+01 0.201544083 1.694356e+01 1.724065e+01
y_rep[185] 1.752005e+01 0.201985820 1.713403e+01 1.742864e+01
y_rep[186] 1.710544e+01 0.191386892 1.670676e+01 1.701037e+01
y_rep[187] 1.712646e+01 0.214547168 1.673293e+01 1.703852e+01
y_rep[188] 1.710218e+01 0.205681547 1.671282e+01 1.700362e+01
y_rep[189] 1.755236e+01 0.215248156 1.718778e+01 1.746300e+01
y_rep[190] 1.767224e+01 0.197370222 1.726253e+01 1.758831e+01
y_rep[191] 1.870804e+01 0.200977767 1.832471e+01 1.861128e+01
y_rep[192] 1.726417e+01 0.203246128 1.685474e+01 1.716055e+01
y_rep[193] 1.433307e+01 0.203316760 1.391489e+01 1.424311e+01
y_rep[194] 1.420554e+01 0.216979684 1.380381e+01 1.411354e+01
y_rep[195] 1.382488e+01 0.199238685 1.345348e+01 1.373669e+01
y_rep[196] 1.312644e+01 0.233000105 1.274997e+01 1.303411e+01
y_rep[197] 1.291480e+01 0.200692296 1.253840e+01 1.281747e+01
y_rep[198] 1.322190e+01 0.215540642 1.281017e+01 1.313561e+01
y_rep[199] 1.394637e+01 0.222553289 1.352250e+01 1.385720e+01
y_rep[200] 1.392883e+01 0.232783247 1.353957e+01 1.383205e+01
y_rep[201] 1.363371e+01 0.217504130 1.325327e+01 1.354495e+01
y_rep[202] 1.318108e+01 0.247064556 1.280404e+01 1.308278e+01
y_rep[203] 1.304526e+01 0.215423634 1.267176e+01 1.295387e+01
y_rep[204] 1.441914e+01 0.250259248 1.403997e+01 1.431673e+01
y_rep[205] 1.554615e+01 0.291282085 1.518799e+01 1.544888e+01
y_rep[206] 1.546888e+01 0.208336615 1.504272e+01 1.537794e+01
y_rep[207] 1.514263e+01 0.202913626 1.477119e+01 1.504881e+01
y_rep[208] 1.517057e+01 0.198232517 1.477891e+01 1.508308e+01
y_rep[209] 1.473957e+01 0.195021475 1.434157e+01 1.465074e+01
y_rep[210] 1.479762e+01 0.211209535 1.441827e+01 1.470528e+01
y_rep[211] 1.483302e+01 0.209475443 1.438000e+01 1.475522e+01
y_rep[212] 1.493430e+01 0.234056592 1.451158e+01 1.484375e+01
y_rep[213] 1.446977e+01 0.258989132 1.409696e+01 1.437606e+01
y_rep[214] 1.406975e+01 0.215863183 1.367889e+01 1.396932e+01
y_rep[215] 1.362988e+01 0.199410805 1.322180e+01 1.354390e+01
y_rep[216] 1.344506e+01 0.206066550 1.308968e+01 1.334728e+01
y_rep[217] 1.355651e+01 0.234883120 1.317357e+01 1.346349e+01
y_rep[218] 1.407978e+01 0.211063353 1.367838e+01 1.399398e+01
y_rep[219] 1.435304e+01 0.202548583 1.396878e+01 1.426172e+01
y_rep[220] 1.418607e+01 0.230116405 1.380324e+01 1.409276e+01
y_rep[221] 1.374578e+01 0.260796112 1.330261e+01 1.365983e+01
y_rep[222] 1.313833e+01 0.356665794 1.276822e+01 1.304820e+01
y_rep[223] 1.315726e+01 0.214731018 1.271131e+01 1.306824e+01
y_rep[224] 1.317027e+01 0.232129074 1.279859e+01 1.308202e+01
y_rep[225] 1.361822e+01 0.214833286 1.323941e+01 1.353195e+01
y_rep[226] 1.328345e+01 0.248131211 1.289323e+01 1.319885e+01
y_rep[227] 1.271108e+01 0.199006802 1.236969e+01 1.262820e+01
y_rep[228] 1.195241e+01 0.216925777 1.158600e+01 1.185158e+01
y_rep[229] 1.171772e+01 0.257420534 1.130506e+01 1.162159e+01
y_rep[230] 1.149532e+01 0.244006646 1.111883e+01 1.140461e+01
y_rep[231] 1.165101e+01 0.287365714 1.126235e+01 1.155333e+01
y_rep[232] 1.261197e+01 0.211512082 1.220926e+01 1.251562e+01
y_rep[233] 1.260646e+01 0.196719791 1.225050e+01 1.251460e+01
y_rep[234] 1.213781e+01 0.208080716 1.171649e+01 1.204806e+01
y_rep[235] 1.236451e+01 0.229934607 1.195233e+01 1.227532e+01
y_rep[236] 1.260182e+01 0.200110687 1.220311e+01 1.250935e+01
y_rep[237] 1.266031e+01 0.281066766 1.225151e+01 1.256044e+01
y_rep[238] 1.261634e+01 0.224340977 1.224375e+01 1.252448e+01
y_rep[239] 1.348093e+01 0.221287158 1.308321e+01 1.339411e+01
y_rep[240] 1.403840e+01 0.218611231 1.362085e+01 1.395261e+01
y_rep[241] 1.351623e+01 0.218061245 1.307663e+01 1.342890e+01
y_rep[242] 1.345286e+01 0.272762905 1.300074e+01 1.336078e+01
y_rep[243] 1.351660e+01 0.259928541 1.312889e+01 1.343231e+01
y_rep[244] 1.355444e+01 0.226786417 1.314023e+01 1.345640e+01
y_rep[245] 1.385784e+01 0.189632111 1.349582e+01 1.376843e+01
y_rep[246] 1.445394e+01 0.269010907 1.405828e+01 1.435403e+01
y_rep[247] 1.405816e+01 0.193852129 1.369697e+01 1.397034e+01
y_rep[248] 1.368230e+01 0.222482700 1.325748e+01 1.359869e+01
y_rep[249] 1.382951e+01 0.216569868 1.341494e+01 1.374055e+01
y_rep[250] 1.352622e+01 0.205495493 1.308743e+01 1.343821e+01
y_rep[251] 1.415742e+01 0.190381399 1.376286e+01 1.406784e+01
y_rep[252] 1.453485e+01 0.209711464 1.408705e+01 1.445203e+01
y_rep[253] 1.455533e+01 0.193219038 1.416560e+01 1.446874e+01
y_rep[254] 1.414449e+01 0.248720720 1.377231e+01 1.404885e+01
y_rep[255] 1.374640e+01 0.233641883 1.336127e+01 1.364467e+01
y_rep[256] 1.369909e+01 0.199395655 1.332742e+01 1.361260e+01
y_rep[257] 1.393588e+01 0.207908608 1.352060e+01 1.385335e+01
y_rep[258] 1.392946e+01 0.249233311 1.354953e+01 1.384236e+01
y_rep[259] 1.362757e+01 0.215367938 1.325155e+01 1.353367e+01
y_rep[260] 1.359871e+01 0.286701186 1.320304e+01 1.350266e+01
y_rep[261] 1.350871e+01 0.217238890 1.310237e+01 1.341379e+01
y_rep[262] 1.241715e+01 0.205725160 1.202291e+01 1.232026e+01
y_rep[263] 1.212494e+01 0.222469254 1.170125e+01 1.203999e+01
y_rep[264] 1.237117e+01 0.226293871 1.200149e+01 1.228407e+01
y_rep[265] 1.246001e+01 0.219952687 1.208773e+01 1.236248e+01
y_rep[266] 1.343479e+01 0.235715450 1.307814e+01 1.334105e+01
y_rep[267] 1.317435e+01 0.225543450 1.274101e+01 1.307978e+01
y_rep[268] 1.271262e+01 0.222444543 1.234913e+01 1.262412e+01
y_rep[269] 1.257365e+01 0.276497444 1.220387e+01 1.248586e+01
y_rep[270] 1.303777e+01 0.217468483 1.262993e+01 1.294535e+01
y_rep[271] 1.354168e+01 0.203376763 1.313446e+01 1.345169e+01
y_rep[272] 1.376333e+01 0.220432288 1.337138e+01 1.367484e+01
y_rep[273] 1.356561e+01 0.202160627 1.314597e+01 1.347861e+01
y_rep[274] 1.347565e+01 0.207261515 1.305714e+01 1.338741e+01
y_rep[275] 1.281884e+01 0.201399116 1.241821e+01 1.273394e+01
y_rep[276] 1.265713e+01 0.194019505 1.229289e+01 1.256644e+01
y_rep[277] 1.270994e+01 0.206702189 1.231306e+01 1.262098e+01
y_rep[278] 1.286365e+01 0.245234220 1.247835e+01 1.276936e+01
y_rep[279] 1.285460e+01 0.211248617 1.250849e+01 1.276029e+01
y_rep[280] 1.291367e+01 0.222440583 1.253160e+01 1.282475e+01
y_rep[281] 1.280272e+01 0.223903585 1.241544e+01 1.271261e+01
y_rep[282] 1.262689e+01 0.292836547 1.224873e+01 1.253879e+01
y_rep[283] 1.324975e+01 0.262469650 1.283889e+01 1.315437e+01
y_rep[284] 1.307883e+01 0.227024121 1.266087e+01 1.298406e+01
y_rep[285] 1.357660e+01 0.207892185 1.318462e+01 1.348972e+01
y_rep[286] 1.367333e+01 0.249638680 1.330645e+01 1.358215e+01
y_rep[287] 1.347433e+01 0.232406214 1.303983e+01 1.339865e+01
y_rep[288] 1.320267e+01 0.211142502 1.280098e+01 1.311725e+01
y_rep[289] 1.281701e+01 0.209350515 1.243453e+01 1.272360e+01
y_rep[290] 1.272870e+01 0.235168784 1.231606e+01 1.264336e+01
y_rep[291] 1.289206e+01 0.201594759 1.250917e+01 1.279479e+01
y_rep[292] 1.305969e+01 0.205802673 1.266055e+01 1.296008e+01
y_rep[293] 1.281448e+01 0.210895538 1.243340e+01 1.272140e+01
y_rep[294] 1.263482e+01 0.228888275 1.226099e+01 1.254024e+01
y_rep[295] 1.294793e+01 0.242014446 1.252613e+01 1.285814e+01
y_rep[296] 1.347770e+01 0.242263371 1.308449e+01 1.338718e+01
y_rep[297] 1.316023e+01 0.211069386 1.270482e+01 1.307107e+01
y_rep[298] 1.452559e+01 0.202532259 1.417336e+01 1.443476e+01
y_rep[299] 1.464903e+01 0.202881059 1.428226e+01 1.455353e+01
y_rep[300] 1.492127e+01 0.231805070 1.447928e+01 1.484055e+01
y_rep[301] 1.489319e+01 0.198827996 1.454396e+01 1.479819e+01
y_rep[302] 1.488681e+01 0.220680914 1.443108e+01 1.479790e+01
y_rep[303] 1.477602e+01 0.265919392 1.430588e+01 1.469074e+01
y_rep[304] 1.489084e+01 0.233930463 1.452344e+01 1.479791e+01
y_rep[305] 1.485946e+01 0.198035147 1.448187e+01 1.477135e+01
y_rep[306] 1.461689e+01 0.209350166 1.418923e+01 1.453230e+01
y_rep[307] 1.462313e+01 0.278827669 1.422004e+01 1.453596e+01
y_rep[308] 1.461619e+01 0.217377029 1.415025e+01 1.452837e+01
y_rep[309] 1.555561e+01 0.213077340 1.518461e+01 1.546001e+01
y_rep[310] 1.602204e+01 0.194500935 1.568433e+01 1.593346e+01
y_rep[311] 1.577319e+01 0.232175970 1.535503e+01 1.568383e+01
y_rep[312] 1.569764e+01 0.253664003 1.532108e+01 1.561053e+01
y_rep[313] 1.586835e+01 0.211384168 1.550282e+01 1.577784e+01
y_rep[314] 1.568370e+01 0.211537891 1.530070e+01 1.559897e+01
y_rep[315] 1.535511e+01 0.233233031 1.494795e+01 1.526716e+01
y_rep[316] 1.522674e+01 0.217301563 1.480641e+01 1.513758e+01
y_rep[317] 1.489611e+01 0.231324372 1.451270e+01 1.481269e+01
y_rep[318] 1.471420e+01 0.210328390 1.432712e+01 1.461622e+01
y_rep[319] 1.480794e+01 0.221848346 1.442150e+01 1.471567e+01
y_rep[320] 1.406871e+01 0.204771679 1.368891e+01 1.398328e+01
y_rep[321] 1.313941e+01 0.244325243 1.274701e+01 1.305184e+01
y_rep[322] 1.308619e+01 0.205274032 1.271279e+01 1.299245e+01
y_rep[323] 1.259687e+01 0.333271217 1.220815e+01 1.249498e+01
y_rep[324] 1.281723e+01 0.211124738 1.244410e+01 1.272919e+01
y_rep[325] 1.312973e+01 0.233818849 1.270843e+01 1.304096e+01
y_rep[326] 1.324859e+01 0.200928661 1.285487e+01 1.315405e+01
y_rep[327] 1.357282e+01 0.195593437 1.321709e+01 1.347696e+01
y_rep[328] 1.348593e+01 0.259435018 1.310493e+01 1.340405e+01
y_rep[329] 1.350939e+01 0.206555428 1.311371e+01 1.341837e+01
y_rep[330] 1.354994e+01 0.200834544 1.310163e+01 1.345640e+01
y_rep[331] 1.358469e+01 0.247942516 1.314504e+01 1.349169e+01
y_rep[332] 1.289654e+01 0.207493588 1.248167e+01 1.280879e+01
y_rep[333] 1.347219e+01 0.232744490 1.302803e+01 1.338641e+01
y_rep[334] 1.361168e+01 0.230770356 1.321214e+01 1.351512e+01
y_rep[335] 1.340521e+01 0.211653530 1.300894e+01 1.330726e+01
y_rep[336] 1.320036e+01 0.274848217 1.282936e+01 1.311816e+01
y_rep[337] 1.317568e+01 0.197875969 1.277656e+01 1.308329e+01
y_rep[338] 1.369937e+01 0.204129387 1.330714e+01 1.360564e+01
y_rep[339] 1.386507e+01 0.191873856 1.344761e+01 1.378149e+01
y_rep[340] 1.416240e+01 0.222959145 1.376159e+01 1.407234e+01
y_rep[341] 1.381674e+01 0.205989990 1.344177e+01 1.372331e+01
y_rep[342] 1.394645e+01 0.235341071 1.351640e+01 1.385955e+01
y_rep[343] 1.422713e+01 0.201196255 1.386534e+01 1.413144e+01
y_rep[344] 1.402982e+01 0.207703123 1.363863e+01 1.394755e+01
y_rep[345] 1.426695e+01 0.229082705 1.386543e+01 1.417347e+01
y_rep[346] 1.452138e+01 0.199909923 1.414732e+01 1.443437e+01
y_rep[347] 1.406182e+01 0.208437677 1.368465e+01 1.398051e+01
y_rep[348] 1.398753e+01 0.208977773 1.358851e+01 1.390052e+01
y_rep[349] 1.381800e+01 0.195689361 1.340587e+01 1.372755e+01
y_rep[350] 1.389245e+01 0.206325643 1.351078e+01 1.379552e+01
y_rep[351] 1.398500e+01 0.197935864 1.360968e+01 1.389713e+01
y_rep[352] 1.444985e+01 0.308110505 1.406063e+01 1.435646e+01
y_rep[353] 1.448773e+01 0.199285887 1.412465e+01 1.439602e+01
y_rep[354] 1.532427e+01 0.202361086 1.491013e+01 1.523399e+01
y_rep[355] 1.534948e+01 0.197541190 1.496197e+01 1.526347e+01
y_rep[356] 1.540288e+01 0.184925943 1.503407e+01 1.530931e+01
y_rep[357] 1.733416e+01 0.254713997 1.690192e+01 1.725447e+01
y_rep[358] 1.906849e+01 0.203896350 1.869361e+01 1.897690e+01
y_rep[359] 1.820359e+01 0.186352557 1.781705e+01 1.811899e+01
y_rep[360] 1.903993e+01 0.198654707 1.868219e+01 1.894666e+01
y_rep[361] 1.895748e+01 0.201538467 1.855410e+01 1.886917e+01
y_rep[362] 1.909368e+01 0.231181467 1.870086e+01 1.900360e+01
y_rep[363] 2.007544e+01 0.256260276 1.967685e+01 1.999249e+01
y_rep[364] 2.047423e+01 0.191648175 2.010927e+01 2.038419e+01
y_rep[365] 2.007212e+01 0.205398477 1.967821e+01 1.998467e+01
y_rep[366] 2.030598e+01 0.231479671 1.989562e+01 2.021730e+01
y_rep[367] 2.103729e+01 0.235736683 2.062800e+01 2.095164e+01
y_rep[368] 2.094232e+01 0.213299989 2.055170e+01 2.085468e+01
y_rep[369] 2.143551e+01 0.269082093 2.106295e+01 2.132895e+01
y_rep[370] 2.181192e+01 0.237520084 2.139434e+01 2.171615e+01
y_rep[371] 2.136224e+01 0.204612135 2.096993e+01 2.126717e+01
y_rep[372] 2.195701e+01 0.222388042 2.156078e+01 2.185808e+01
y_rep[373] 2.218345e+01 0.189518072 2.179962e+01 2.209280e+01
y_rep[374] 2.191507e+01 0.211406476 2.150120e+01 2.182928e+01
y_rep[375] 2.194702e+01 0.253809270 2.151283e+01 2.186843e+01
y_rep[376] 2.205845e+01 0.197986921 2.165907e+01 2.196436e+01
y_rep[377] 2.195090e+01 0.203867524 2.159476e+01 2.185994e+01
y_rep[378] 2.189403e+01 0.204554065 2.148103e+01 2.180763e+01
y_rep[379] 2.157553e+01 0.217048704 2.117352e+01 2.148504e+01
y_rep[380] 1.954604e+01 0.240730865 1.913104e+01 1.944248e+01
y_rep[381] 1.995857e+01 0.221275549 1.956435e+01 1.986981e+01
y_rep[382] 2.067141e+01 0.299766216 2.027929e+01 2.057842e+01
y_rep[383] 2.031099e+01 0.234344625 1.992069e+01 2.021703e+01
y_rep[384] 1.999576e+01 0.211471949 1.958325e+01 1.990586e+01
y_rep[385] 1.979864e+01 0.221842375 1.944774e+01 1.970667e+01
y_rep[386] 1.935858e+01 0.232553244 1.895552e+01 1.926713e+01
y_rep[387] 1.985558e+01 0.192704666 1.950088e+01 1.976054e+01
y_rep[388] 2.033532e+01 0.199542653 1.996472e+01 2.023752e+01
y_rep[389] 2.002707e+01 0.209879892 1.963851e+01 1.993475e+01
y_rep[390] 1.946109e+01 0.213999627 1.903682e+01 1.937571e+01
y_rep[391] 1.929099e+01 0.228723872 1.889318e+01 1.919996e+01
y_rep[392] 1.859487e+01 0.221615375 1.819647e+01 1.851154e+01
y_rep[393] 1.892453e+01 0.190197145 1.855938e+01 1.883664e+01
y_rep[394] 1.894795e+01 0.213412227 1.856021e+01 1.885866e+01
y_rep[395] 1.857707e+01 0.203350634 1.816841e+01 1.849615e+01
y_rep[396] 1.809735e+01 0.267113067 1.767790e+01 1.801187e+01
y_rep[397] 1.802023e+01 0.212763830 1.763348e+01 1.793293e+01
y_rep[398] 1.802954e+01 0.256621094 1.761439e+01 1.794251e+01
y_rep[399] 1.790124e+01 0.245135103 1.747002e+01 1.780912e+01
y_rep[400] 1.751506e+01 0.281051663 1.714322e+01 1.741718e+01
y_rep[401] 1.768997e+01 0.238999465 1.728618e+01 1.760180e+01
y_rep[402] 1.757359e+01 0.221488296 1.717558e+01 1.748144e+01
y_rep[403] 1.727657e+01 0.198787659 1.692268e+01 1.718608e+01
y_rep[404] 1.675463e+01 0.225162929 1.639316e+01 1.666138e+01
y_rep[405] 1.596632e+01 0.230504414 1.558881e+01 1.586626e+01
y_rep[406] 1.609338e+01 0.203397003 1.571059e+01 1.600257e+01
y_rep[407] 1.640370e+01 0.241859943 1.604528e+01 1.630770e+01
y_rep[408] 1.621417e+01 0.224215467 1.581077e+01 1.611851e+01
y_rep[409] 1.595585e+01 0.199918564 1.558137e+01 1.585581e+01
y_rep[410] 1.537669e+01 0.254478629 1.496816e+01 1.529000e+01
y_rep[411] 1.513907e+01 0.215829959 1.473157e+01 1.505961e+01
y_rep[412] 1.533090e+01 0.200941804 1.497375e+01 1.523983e+01
y_rep[413] 1.531364e+01 0.191553309 1.494158e+01 1.522690e+01
y_rep[414] 1.504276e+01 0.423740254 1.460166e+01 1.494993e+01
y_rep[415] 1.496653e+01 0.235312125 1.455736e+01 1.487185e+01
y_rep[416] 1.512687e+01 0.228280929 1.471645e+01 1.503403e+01
y_rep[417] 1.483354e+01 0.510861575 1.441290e+01 1.474026e+01
y_rep[418] 1.507210e+01 0.246531732 1.465249e+01 1.497014e+01
y_rep[419] 1.607802e+01 0.245368560 1.571925e+01 1.598571e+01
y_rep[420] 1.586821e+01 0.220452572 1.542695e+01 1.577415e+01
y_rep[421] 1.564869e+01 0.188900527 1.523615e+01 1.556368e+01
y_rep[422] 1.527939e+01 0.206763580 1.492117e+01 1.519019e+01
y_rep[423] 1.492391e+01 0.185503741 1.453980e+01 1.483902e+01
y_rep[424] 1.543118e+01 0.235763262 1.500868e+01 1.533982e+01
y_rep[425] 1.589517e+01 0.203822790 1.549745e+01 1.580299e+01
y_rep[426] 1.588748e+01 0.202680587 1.549914e+01 1.580251e+01
y_rep[427] 1.590747e+01 0.237234909 1.554068e+01 1.581573e+01
y_rep[428] 1.601269e+01 0.241282778 1.556545e+01 1.592782e+01
y_rep[429] 1.572316e+01 0.220938967 1.531799e+01 1.563340e+01
y_rep[430] 1.579120e+01 0.257690770 1.532904e+01 1.569551e+01
y_rep[431] 1.613375e+01 0.206056231 1.574148e+01 1.604236e+01
y_rep[432] 1.592619e+01 0.220298364 1.553635e+01 1.583691e+01
y_rep[433] 1.618224e+01 0.230549576 1.578354e+01 1.608684e+01
y_rep[434] 1.646800e+01 0.260459577 1.607658e+01 1.638285e+01
y_rep[435] 1.618350e+01 0.198551266 1.578268e+01 1.609698e+01
y_rep[436] 1.589087e+01 0.277406130 1.548378e+01 1.580950e+01
y_rep[437] 1.631583e+01 0.250532775 1.590825e+01 1.622117e+01
y_rep[438] 1.591410e+01 0.188183433 1.555069e+01 1.582158e+01
y_rep[439] 1.571854e+01 0.242416826 1.533525e+01 1.562635e+01
y_rep[440] 1.576824e+01 0.198347765 1.541147e+01 1.567744e+01
y_rep[441] 1.563417e+01 0.222789835 1.523265e+01 1.555067e+01
y_rep[442] 1.530333e+01 0.336369180 1.491336e+01 1.520653e+01
y_rep[443] 1.549779e+01 0.247071324 1.510417e+01 1.541191e+01
y_rep[444] 1.517697e+01 0.237868351 1.475488e+01 1.508023e+01
y_rep[445] 1.512301e+01 0.203965743 1.470921e+01 1.502766e+01
y_rep[446] 1.573529e+01 0.220746454 1.531833e+01 1.564329e+01
y_rep[447] 1.566744e+01 0.244904413 1.520290e+01 1.558000e+01
y_rep[448] 1.470464e+01 0.216239472 1.431271e+01 1.461750e+01
y_rep[449] 1.487377e+01 0.222266612 1.444314e+01 1.477947e+01
y_rep[450] 1.466560e+01 0.299077870 1.429596e+01 1.457465e+01
y_rep[451] 1.442954e+01 0.346258082 1.400388e+01 1.434604e+01
y_rep[452] 1.435592e+01 0.216216006 1.400686e+01 1.426573e+01
y_rep[453] 1.399530e+01 0.228144322 1.361428e+01 1.390034e+01
y_rep[454] 1.363909e+01 0.260693050 1.325392e+01 1.353875e+01
y_rep[455] 1.482388e+01 0.204568263 1.439075e+01 1.474014e+01
y_rep[456] 1.489059e+01 0.245936381 1.452900e+01 1.480137e+01
y_rep[457] 1.468589e+01 1.313164372 1.433346e+01 1.463084e+01
y_rep[458] 1.486020e+01 0.218433617 1.443626e+01 1.477067e+01
y_rep[459] 1.494770e+01 0.218318497 1.453586e+01 1.485654e+01
y_rep[460] 1.445481e+01 0.211309461 1.407392e+01 1.436883e+01
y_rep[461] 1.479584e+01 0.240612103 1.431940e+01 1.471659e+01
y_rep[462] 1.456978e+01 0.221651974 1.419065e+01 1.446887e+01
y_rep[463] 1.414383e+01 0.224582147 1.373812e+01 1.405614e+01
y_rep[464] 1.412992e+01 0.205339735 1.375549e+01 1.403509e+01
y_rep[465] 1.383988e+01 0.234530903 1.344791e+01 1.375060e+01
y_rep[466] 1.384234e+01 0.213512668 1.342891e+01 1.375224e+01
y_rep[467] 1.541620e+01 0.188858493 1.503201e+01 1.532688e+01
y_rep[468] 1.506551e+01 0.205875530 1.464044e+01 1.497144e+01
y_rep[469] 1.522827e+01 0.192534470 1.484088e+01 1.514746e+01
y_rep[470] 1.569940e+01 0.204024914 1.534395e+01 1.561049e+01
y_rep[471] 1.597543e+01 0.207746158 1.558137e+01 1.588597e+01
y_rep[472] 1.562453e+01 0.218776794 1.524177e+01 1.553229e+01
y_rep[473] 1.909565e+01 0.208665445 1.872290e+01 1.900263e+01
y_rep[474] 2.212861e+01 0.202444423 2.172787e+01 2.203499e+01
y_rep[475] 2.179744e+01 0.198367275 2.142163e+01 2.170050e+01
y_rep[476] 2.182843e+01 0.209538313 2.139872e+01 2.173521e+01
y_rep[477] 2.157988e+01 0.203164005 2.117623e+01 2.148855e+01
y_rep[478] 2.060641e+01 0.221004558 2.020671e+01 2.051980e+01
y_rep[479] 2.145492e+01 0.242967128 2.106621e+01 2.135934e+01
y_rep[480] 2.124628e+01 0.230652610 2.083041e+01 2.115901e+01
y_rep[481] 2.108330e+01 0.231137521 2.069105e+01 2.099393e+01
y_rep[482] 2.102460e+01 0.230808347 2.064285e+01 2.093613e+01
y_rep[483] 2.127971e+01 0.316926452 2.089183e+01 2.119109e+01
y_rep[484] 2.133378e+01 0.224898866 2.096250e+01 2.124333e+01
y_rep[485] 2.159995e+01 0.210012805 2.122835e+01 2.150796e+01
y_rep[486] 2.179066e+01 0.214730245 2.135775e+01 2.170881e+01
y_rep[487] 2.141664e+01 0.219964162 2.103231e+01 2.132362e+01
y_rep[488] 2.239670e+01 0.207727617 2.202897e+01 2.230320e+01
y_rep[489] 2.216396e+01 0.218184519 2.176662e+01 2.207345e+01
y_rep[490] 2.144507e+01 0.258017683 2.107185e+01 2.135943e+01
y_rep[491] 2.150155e+01 0.205812342 2.109985e+01 2.141690e+01
y_rep[492] 2.121499e+01 0.308354775 2.081569e+01 2.110419e+01
y_rep[493] 2.076311e+01 0.200358099 2.035811e+01 2.067418e+01
y_rep[494] 2.112942e+01 0.189028906 2.077052e+01 2.104976e+01
y_rep[495] 2.097390e+01 0.242001526 2.057622e+01 2.088510e+01
y_rep[496] 1.907417e+01 0.266161083 1.865304e+01 1.897870e+01
y_rep[497] 1.584983e+01 0.209648635 1.546447e+01 1.575864e+01
y_rep[498] 1.644019e+01 0.218066292 1.601200e+01 1.635032e+01
y_rep[499] 1.664317e+01 0.204892611 1.625226e+01 1.654924e+01
y_rep[500] 1.569429e+01 0.206265362 1.531363e+01 1.560384e+01
y_rep[501] 1.585279e+01 0.197457773 1.545259e+01 1.576566e+01
y_rep[502] 1.544841e+01 0.235148441 1.505075e+01 1.535586e+01
y_rep[503] 1.562283e+01 0.239759710 1.520935e+01 1.553987e+01
y_rep[504] 1.565143e+01 0.230498528 1.527039e+01 1.556336e+01
y_rep[505] 1.526389e+01 0.288815867 1.487410e+01 1.517055e+01
y_rep[506] 1.494487e+01 0.194240724 1.454275e+01 1.486248e+01
y_rep[507] 1.477658e+01 0.189574331 1.438370e+01 1.468899e+01
y_rep[508] 1.420250e+01 0.206137175 1.375868e+01 1.411138e+01
y_rep[509] 1.448349e+01 0.212529080 1.408523e+01 1.439856e+01
y_rep[510] 1.413567e+01 0.218141487 1.373748e+01 1.404166e+01
y_rep[511] 1.358002e+01 0.246162713 1.316614e+01 1.348429e+01
y_rep[512] 1.370124e+01 0.205966962 1.334093e+01 1.360934e+01
y_rep[513] 1.326574e+01 0.302024301 1.288350e+01 1.317936e+01
y_rep[514] 1.285115e+01 0.210533520 1.246900e+01 1.276309e+01
y_rep[515] 1.289147e+01 0.241765653 1.249413e+01 1.279464e+01
y_rep[516] 1.319217e+01 0.216257173 1.282420e+01 1.310709e+01
y_rep[517] 1.281560e+01 0.240708854 1.240745e+01 1.272273e+01
y_rep[518] 1.302837e+01 0.226675947 1.267849e+01 1.293347e+01
y_rep[519] 1.298367e+01 0.222688997 1.260325e+01 1.288945e+01
y_rep[520] 1.237963e+01 0.209379803 1.200005e+01 1.228743e+01
y_rep[521] 1.268807e+01 0.350245695 1.227471e+01 1.260860e+01
y_rep[522] 1.257134e+01 0.346157769 1.212737e+01 1.247925e+01
y_rep[523] 1.234820e+01 0.215182185 1.194697e+01 1.225400e+01
y_rep[524] 1.219212e+01 0.202729822 1.179851e+01 1.209699e+01
y_rep[525] 1.229093e+01 0.205209016 1.188249e+01 1.220574e+01
y_rep[526] 1.178738e+01 0.242428573 1.135030e+01 1.170116e+01
y_rep[527] 1.172072e+01 0.218688265 1.129825e+01 1.163319e+01
y_rep[528] 1.224872e+01 0.217241332 1.189227e+01 1.214937e+01
y_rep[529] 1.199486e+01 0.227839852 1.161193e+01 1.190947e+01
y_rep[530] 1.229377e+01 0.220252936 1.192014e+01 1.220544e+01
y_rep[531] 1.210450e+01 0.201670207 1.171250e+01 1.201815e+01
y_rep[532] 1.145117e+01 0.225222359 1.102315e+01 1.136027e+01
y_rep[533] 1.172246e+01 0.245973138 1.134325e+01 1.162561e+01
y_rep[534] 1.187681e+01 0.224483637 1.150309e+01 1.178492e+01
y_rep[535] 1.167446e+01 0.200842656 1.129074e+01 1.158992e+01
y_rep[536] 1.266403e+01 0.209407376 1.226544e+01 1.257459e+01
y_rep[537] 1.226222e+01 0.193377259 1.188704e+01 1.217862e+01
y_rep[538] 1.183388e+01 0.216735957 1.145134e+01 1.174847e+01
y_rep[539] 1.186839e+01 0.215020911 1.146783e+01 1.178022e+01
y_rep[540] 1.155202e+01 0.231330262 1.114357e+01 1.146096e+01
y_rep[541] 1.149255e+01 0.235746723 1.112822e+01 1.140631e+01
y_rep[542] 1.159178e+01 0.200099481 1.122608e+01 1.149841e+01
y_rep[543] 1.134080e+01 0.203143025 1.096205e+01 1.124818e+01
y_rep[544] 1.114415e+01 0.212740064 1.071963e+01 1.105177e+01
y_rep[545] 1.170524e+01 0.208576003 1.129780e+01 1.161540e+01
y_rep[546] 1.132233e+01 0.208440739 1.091601e+01 1.122849e+01
y_rep[547] 1.136665e+01 0.216281684 1.101404e+01 1.127824e+01
y_rep[548] 1.128774e+01 0.201648494 1.091757e+01 1.120764e+01
y_rep[549] 1.162433e+01 0.225240809 1.125368e+01 1.152594e+01
y_rep[550] 1.154680e+01 0.229381866 1.112457e+01 1.146167e+01
y_rep[551] 1.125733e+01 0.200888711 1.086136e+01 1.117055e+01
y_rep[552] 1.099208e+01 0.225278742 1.057585e+01 1.090992e+01
y_rep[553] 1.085223e+01 0.227998407 1.046791e+01 1.076356e+01
y_rep[554] 1.103284e+01 0.236196341 1.066773e+01 1.094465e+01
y_rep[555] 1.096926e+01 0.206231023 1.059988e+01 1.087755e+01
y_rep[556] 1.043361e+01 0.215478659 1.006681e+01 1.033863e+01
y_rep[557] 1.024372e+01 0.206938878 9.877400e+00 1.014978e+01
y_rep[558] 1.032257e+01 0.226477313 9.901491e+00 1.023478e+01
y_rep[559] 1.006291e+01 0.211267614 9.662932e+00 9.979258e+00
y_rep[560] 1.326012e+01 0.187643380 1.289718e+01 1.316796e+01
y_rep[561] 1.280749e+01 0.189677500 1.244322e+01 1.272000e+01
y_rep[562] 1.264301e+01 0.222275516 1.225361e+01 1.255379e+01
y_rep[563] 1.298422e+01 0.247883492 1.258372e+01 1.290338e+01
y_rep[564] 1.347047e+01 0.196518119 1.307673e+01 1.337456e+01
y_rep[565] 1.296259e+01 0.225101311 1.254393e+01 1.287948e+01
y_rep[566] 1.319951e+01 0.219681742 1.281465e+01 1.310631e+01
y_rep[567] 1.292545e+01 0.211313482 1.254668e+01 1.282594e+01
y_rep[568] 1.253018e+01 0.274695090 1.215214e+01 1.243599e+01
y_rep[569] 1.285604e+01 0.230568009 1.249647e+01 1.276328e+01
y_rep[570] 1.270978e+01 0.183403875 1.233265e+01 1.262850e+01
y_rep[571] 1.267951e+01 0.205935579 1.229872e+01 1.258194e+01
y_rep[572] 1.231284e+01 0.229517586 1.189280e+01 1.221944e+01
y_rep[573] 1.235555e+01 0.196701304 1.197755e+01 1.227450e+01
y_rep[574] 1.210764e+01 0.222622881 1.172062e+01 1.201449e+01
y_rep[575] 1.232066e+01 0.234601106 1.192831e+01 1.223236e+01
y_rep[576] 1.205538e+01 0.215009668 1.160648e+01 1.197016e+01
y_rep[577] 1.197132e+01 0.204166985 1.154759e+01 1.188064e+01
y_rep[578] 1.234992e+01 0.187399539 1.197648e+01 1.226514e+01
y_rep[579] 1.233708e+01 0.204057560 1.192658e+01 1.225569e+01
y_rep[580] 1.203974e+01 0.215388584 1.160513e+01 1.194384e+01
y_rep[581] 1.213325e+01 0.239641638 1.176028e+01 1.204293e+01
y_rep[582] 1.216774e+01 0.209323790 1.178901e+01 1.208419e+01
y_rep[583] 1.102179e+01 0.213285071 1.063833e+01 1.092852e+01
y_rep[584] 1.105274e+01 0.192458591 1.065046e+01 1.097962e+01
y_rep[585] 1.084623e+01 0.202261829 1.046880e+01 1.075626e+01
y_rep[586] 1.047009e+01 0.220231050 1.006217e+01 1.038504e+01
y_rep[587] 1.058991e+01 0.302626316 1.007922e+01 1.050717e+01
y_rep[588] 1.124748e+01 0.205181178 1.087594e+01 1.115168e+01
y_rep[589] 1.126818e+01 0.231620402 1.086432e+01 1.117942e+01
y_rep[590] 1.152978e+01 0.208802426 1.107397e+01 1.144972e+01
y_rep[591] 1.161280e+01 0.234105911 1.124699e+01 1.152359e+01
y_rep[592] 1.770121e+01 0.245562635 1.721484e+01 1.757862e+01
y_rep[593] 1.865711e+01 0.234343877 1.825481e+01 1.856674e+01
y_rep[594] 1.919024e+01 0.221334977 1.877205e+01 1.909411e+01
y_rep[595] 1.859053e+01 0.203094178 1.820985e+01 1.849416e+01
y_rep[596] 1.906324e+01 0.214961906 1.867516e+01 1.897450e+01
y_rep[597] 1.942916e+01 0.231803253 1.898623e+01 1.933941e+01
y_rep[598] 1.930579e+01 0.206188611 1.895452e+01 1.920840e+01
y_rep[599] 1.959612e+01 0.208382677 1.919696e+01 1.950997e+01
y_rep[600] 1.939329e+01 0.219766631 1.901111e+01 1.929346e+01
y_rep[601] 1.947099e+01 0.217146432 1.905267e+01 1.938412e+01
y_rep[602] 1.958852e+01 0.274113036 1.917496e+01 1.950168e+01
y_rep[603] 2.043782e+01 0.248091650 1.999232e+01 2.034872e+01
y_rep[604] 2.019509e+01 0.251229521 1.979680e+01 2.010672e+01
y_rep[605] 2.002006e+01 0.213657625 1.963811e+01 1.993198e+01
y_rep[606] 2.036627e+01 0.210845206 1.996509e+01 2.027113e+01
y_rep[607] 2.039735e+01 0.193931764 2.000673e+01 2.030822e+01
y_rep[608] 2.043825e+01 0.205923908 2.003285e+01 2.034875e+01
y_rep[609] 2.072231e+01 0.412012993 2.038221e+01 2.063447e+01
y_rep[610] 2.040188e+01 0.208347414 2.002585e+01 2.029978e+01
y_rep[611] 2.075014e+01 0.297040938 2.032425e+01 2.064586e+01
y_rep[612] 2.042516e+01 0.211044620 2.001707e+01 2.034237e+01
y_rep[613] 2.008692e+01 0.201257837 1.970810e+01 1.999491e+01
y_rep[614] 1.823854e+01 0.213982774 1.784255e+01 1.814842e+01
y_rep[615] 1.639785e+01 0.200304755 1.603045e+01 1.630650e+01
y_rep[616] 1.542355e+01 0.188959335 1.502587e+01 1.532675e+01
y_rep[617] 1.568176e+01 0.274786272 1.527419e+01 1.558361e+01
y_rep[618] 1.521133e+01 0.217502684 1.480623e+01 1.511332e+01
y_rep[619] 1.465224e+01 0.264830655 1.427668e+01 1.456458e+01
y_rep[620] 1.464405e+01 0.207552568 1.422788e+01 1.455571e+01
y_rep[621] 1.473488e+01 0.254198635 1.432121e+01 1.463918e+01
y_rep[622] 1.526261e+01 0.213817456 1.490236e+01 1.516432e+01
y_rep[623] 1.542968e+01 0.258866347 1.503624e+01 1.533420e+01
y_rep[624] 1.514801e+01 0.228530851 1.475826e+01 1.505190e+01
y_rep[625] 1.509693e+01 0.197899306 1.469332e+01 1.500487e+01
y_rep[626] 1.452939e+01 0.218337972 1.413117e+01 1.443884e+01
y_rep[627] 1.439441e+01 0.207200906 1.399076e+01 1.429955e+01
y_rep[628] 1.410168e+01 0.277684097 1.368427e+01 1.400311e+01
y_rep[629] 1.380138e+01 0.202372554 1.340963e+01 1.371511e+01
y_rep[630] 1.377907e+01 0.226514736 1.338054e+01 1.368653e+01
y_rep[631] 1.336582e+01 0.205379323 1.296427e+01 1.327406e+01
y_rep[632] 1.339572e+01 0.213302724 1.297417e+01 1.330192e+01
y_rep[633] 1.343921e+01 0.196592210 1.307047e+01 1.334511e+01
y_rep[634] 1.323659e+01 0.230996838 1.280042e+01 1.314233e+01
y_rep[635] 1.276326e+01 0.282262787 1.235286e+01 1.266643e+01
y_rep[636] 1.268363e+01 0.212106060 1.226072e+01 1.259072e+01
y_rep[637] 1.226259e+01 0.220469142 1.184939e+01 1.217067e+01
y_rep[638] 1.274260e+01 0.354975755 1.229036e+01 1.266081e+01
y_rep[639] 1.298704e+01 0.236916888 1.260804e+01 1.288737e+01
y_rep[640] 1.279568e+01 0.198791382 1.240385e+01 1.270392e+01
y_rep[641] 1.258168e+01 0.192884866 1.221093e+01 1.248871e+01
y_rep[642] 1.280997e+01 0.221885214 1.240110e+01 1.272529e+01
y_rep[643] 1.251325e+01 0.204950872 1.212458e+01 1.242273e+01
y_rep[644] 1.234065e+01 0.209133245 1.196059e+01 1.225165e+01
y_rep[645] 1.233222e+01 0.210227633 1.196563e+01 1.224727e+01
y_rep[646] 1.193126e+01 0.197964248 1.151841e+01 1.184741e+01
y_rep[647] 1.192995e+01 0.201234967 1.155491e+01 1.184783e+01
y_rep[648] 1.206293e+01 0.268597592 1.167521e+01 1.197437e+01
y_rep[649] 1.237774e+01 0.218466985 1.199304e+01 1.228509e+01
y_rep[650] 1.242192e+01 0.261766092 1.204095e+01 1.234010e+01
y_rep[651] 1.252281e+01 0.210103165 1.214326e+01 1.243907e+01
y_rep[652] 1.245540e+01 0.209159791 1.206019e+01 1.236614e+01
y_rep[653] 1.247474e+01 0.246439904 1.208498e+01 1.238172e+01
y_rep[654] 1.250797e+01 0.220960052 1.213804e+01 1.241017e+01
y_rep[655] 1.253552e+01 0.202816419 1.217487e+01 1.244394e+01
y_rep[656] 1.248271e+01 0.243547191 1.203031e+01 1.240185e+01
y_rep[657] 1.250656e+01 0.246486017 1.208760e+01 1.241485e+01
y_rep[658] 1.252262e+01 0.249202829 1.209045e+01 1.243351e+01
y_rep[659] 1.256159e+01 0.210971116 1.217230e+01 1.247201e+01
y_rep[660] 1.235865e+01 0.210568859 1.194969e+01 1.226431e+01
y_rep[661] 1.200922e+01 0.221179149 1.163143e+01 1.190944e+01
y_rep[662] 1.211948e+01 0.213222210 1.168632e+01 1.202981e+01
y_rep[663] 1.212222e+01 0.213233940 1.175727e+01 1.202605e+01
y_rep[664] 1.244413e+01 0.233529634 1.202982e+01 1.234468e+01
y_rep[665] 1.273777e+01 0.243275795 1.236982e+01 1.264789e+01
y_rep[666] 1.219471e+01 0.199890744 1.178439e+01 1.210864e+01
y_rep[667] 1.242494e+01 0.221973141 1.204618e+01 1.232875e+01
y_rep[668] 1.205519e+01 0.206034374 1.163918e+01 1.197086e+01
y_rep[669] 1.187381e+01 0.239611400 1.145294e+01 1.179104e+01
y_rep[670] 1.207574e+01 0.222389770 1.170529e+01 1.199454e+01
y_rep[671] 1.238813e+01 0.223047513 1.202447e+01 1.229349e+01
y_rep[672] 1.213936e+01 0.194466978 1.174426e+01 1.204831e+01
y_rep[673] 1.186775e+01 0.209050436 1.150252e+01 1.176863e+01
y_rep[674] 1.191209e+01 0.320985834 1.148654e+01 1.181909e+01
y_rep[675] 1.177598e+01 0.225680343 1.135926e+01 1.169232e+01
y_rep[676] 1.190670e+01 0.218705861 1.147227e+01 1.181170e+01
y_rep[677] 1.205818e+01 0.190193934 1.164428e+01 1.197287e+01
y_rep[678] 1.152993e+01 0.449565461 1.114823e+01 1.144509e+01
y_rep[679] 1.152133e+01 0.205571901 1.116241e+01 1.143218e+01
y_rep[680] 1.111074e+01 0.225732714 1.074431e+01 1.101319e+01
y_rep[681] 1.090337e+01 0.199651586 1.055413e+01 1.081755e+01
y_rep[682] 1.125105e+01 0.192687412 1.087630e+01 1.116570e+01
y_rep[683] 1.150699e+01 0.226533280 1.113367e+01 1.141438e+01
y_rep[684] 1.124946e+01 0.186464225 1.087573e+01 1.116209e+01
y_rep[685] 1.101913e+01 0.265534718 1.060526e+01 1.093165e+01
y_rep[686] 1.088227e+01 0.236723957 1.042549e+01 1.078832e+01
y_rep[687] 1.061608e+01 0.271956741 1.021824e+01 1.052853e+01
y_rep[688] 1.096666e+01 0.222705593 1.058492e+01 1.086905e+01
y_rep[689] 1.077108e+01 0.217147346 1.039443e+01 1.067892e+01
y_rep[690] 1.090306e+01 0.206370287 1.047742e+01 1.081308e+01
y_rep[691] 1.090332e+01 0.230310452 1.053439e+01 1.081065e+01
y_rep[692] 1.100430e+01 0.225642021 1.061044e+01 1.091265e+01
y_rep[693] 1.066997e+01 0.210665909 1.024864e+01 1.057997e+01
y_rep[694] 1.066399e+01 0.252609175 1.027656e+01 1.057420e+01
y_rep[695] 1.058859e+01 0.266582450 1.018554e+01 1.050649e+01
y_rep[696] 1.046807e+01 0.216344121 1.012091e+01 1.037651e+01
y_rep[697] 1.032891e+01 0.213002488 9.977996e+00 1.023778e+01
y_rep[698] 1.015682e+01 0.230813820 9.780625e+00 1.006653e+01
y_rep[699] 1.043880e+01 0.229916503 1.004468e+01 1.035072e+01
y_rep[700] 1.114261e+01 0.270860474 1.076818e+01 1.104951e+01
y_rep[701] 1.101715e+01 0.498130925 1.057418e+01 1.093523e+01
y_rep[702] 1.086804e+01 0.283231126 1.046748e+01 1.078228e+01
y_rep[703] 1.093105e+01 0.220778271 1.055756e+01 1.084517e+01
y_rep[704] 1.089023e+01 0.218163572 1.050824e+01 1.078977e+01
y_rep[705] 1.085096e+01 0.206086839 1.045930e+01 1.076422e+01
y_rep[706] 1.074708e+01 0.186167527 1.034917e+01 1.066250e+01
y_rep[707] 1.097064e+01 0.222944588 1.059414e+01 1.089501e+01
y_rep[708] 1.089944e+01 0.224991475 1.049529e+01 1.081075e+01
y_rep[709] 1.075010e+01 0.214211305 1.040532e+01 1.065452e+01
y_rep[710] 1.076775e+01 0.228501813 1.035579e+01 1.067460e+01
y_rep[711] 1.059949e+01 0.209615656 1.020987e+01 1.050784e+01
y_rep[712] 1.045789e+01 0.245898608 1.001686e+01 1.036481e+01
y_rep[713] 1.024244e+01 0.209960151 9.854191e+00 1.015378e+01
y_rep[714] 1.013181e+01 0.250559569 9.739526e+00 1.003856e+01
y_rep[715] 1.001696e+01 0.204393527 9.635670e+00 9.932357e+00
y_rep[716] 1.011040e+01 0.188634343 9.722187e+00 1.002023e+01
y_rep[717] 9.800943e+00 0.201551736 9.433134e+00 9.706234e+00
y_rep[718] 9.680945e+00 0.216591347 9.283129e+00 9.584249e+00
y_rep[719] 1.004430e+01 0.210090699 9.623978e+00 9.951039e+00
y_rep[720] 1.009528e+01 0.215888627 9.711629e+00 9.997504e+00
y_rep[721] 1.047301e+01 0.240631712 1.006790e+01 1.038000e+01
y_rep[722] 9.763294e+00 0.204597481 9.380450e+00 9.666627e+00
y_rep[723] 1.014827e+01 0.190035781 9.799830e+00 1.005592e+01
y_rep[724] 1.047427e+01 0.191680752 1.011072e+01 1.037968e+01
y_rep[725] 1.055197e+01 0.210600836 1.013229e+01 1.046448e+01
y_rep[726] 1.066329e+01 0.206411876 1.028496e+01 1.056977e+01
y_rep[727] 1.035104e+01 0.261138856 9.978540e+00 1.025676e+01
y_rep[728] 1.042959e+01 0.196075616 1.008115e+01 1.033814e+01
y_rep[729] 1.043439e+01 0.219348094 1.005039e+01 1.033799e+01
y_rep[730] 1.061499e+01 0.200534587 1.022396e+01 1.052048e+01
y_rep[731] 1.059524e+01 0.203092850 1.017455e+01 1.051558e+01
y_rep[732] 1.066095e+01 0.239866234 1.028556e+01 1.057170e+01
y_rep[733] 1.048838e+01 0.216059941 1.006517e+01 1.039903e+01
y_rep[734] 1.129894e+01 0.195860384 1.091388e+01 1.121531e+01
y_rep[735] 1.162152e+01 0.261001139 1.121646e+01 1.152393e+01
y_rep[736] 1.133688e+01 0.215747763 1.096742e+01 1.124167e+01
y_rep[737] 1.137765e+01 0.217983880 1.100405e+01 1.128921e+01
y_rep[738] 1.147863e+01 0.187018873 1.109295e+01 1.139311e+01
y_rep[739] 1.139321e+01 0.208651126 1.102737e+01 1.129821e+01
y_rep[740] 1.172531e+01 0.284232018 1.128159e+01 1.164353e+01
y_rep[741] 1.162701e+01 0.233018475 1.122994e+01 1.152926e+01
y_rep[742] 1.174854e+01 0.215513840 1.131869e+01 1.166154e+01
y_rep[743] 1.176315e+01 0.206651796 1.133281e+01 1.167028e+01
y_rep[744] 1.155545e+01 0.239651024 1.113991e+01 1.145830e+01
y_rep[745] 1.164022e+01 0.227702611 1.122115e+01 1.155115e+01
y_rep[746] 1.134460e+01 0.246080350 1.098221e+01 1.125319e+01
y_rep[747] 1.094615e+01 0.241989947 1.054484e+01 1.084225e+01
y_rep[748] 1.106013e+01 0.192175174 1.067215e+01 1.097625e+01
y_rep[749] 1.120645e+01 0.251824720 1.079591e+01 1.111094e+01
y_rep[750] 1.125829e+01 0.217820371 1.088719e+01 1.116496e+01
y_rep[751] 1.085375e+01 0.239875195 1.044554e+01 1.076102e+01
y_rep[752] 1.076229e+01 0.210959382 1.039264e+01 1.067060e+01
y_rep[753] 1.098524e+01 0.201218443 1.058755e+01 1.090490e+01
y_rep[754] 1.129180e+01 0.236697212 1.088273e+01 1.119828e+01
y_rep[755] 1.155487e+01 0.214796555 1.118127e+01 1.145800e+01
y_rep[756] 1.121468e+01 0.211516204 1.082034e+01 1.112111e+01
y_rep[757] 1.062251e+01 0.195980041 1.025017e+01 1.052388e+01
y_rep[758] 1.049392e+01 0.209648522 1.012695e+01 1.039607e+01
y_rep[759] 1.071623e+01 0.228185163 1.031433e+01 1.063047e+01
y_rep[760] 1.043484e+01 0.212449355 1.004706e+01 1.034867e+01
y_rep[761] 1.056121e+01 0.218954664 1.014733e+01 1.047254e+01
y_rep[762] 1.098635e+01 0.196775171 1.059753e+01 1.090066e+01
y_rep[763] 1.049653e+01 0.201102118 1.006394e+01 1.041585e+01
y_rep[764] 1.045303e+01 0.205753459 1.006939e+01 1.035910e+01
y_rep[765] 1.020504e+01 0.202237013 9.845793e+00 1.010916e+01
y_rep[766] 1.032404e+01 0.202382726 9.959172e+00 1.023372e+01
y_rep[767] 1.012349e+01 0.279945675 9.728766e+00 1.002946e+01
y_rep[768] 1.030289e+01 0.210353109 9.895179e+00 1.020649e+01
y_rep[769] 1.026271e+01 0.226296955 9.836982e+00 1.017220e+01
y_rep[770] 1.009177e+01 0.302787188 9.685735e+00 9.999661e+00
y_rep[771] 1.025510e+01 0.206599174 9.856309e+00 1.015790e+01
y_rep[772] 1.022621e+01 0.203305474 9.851542e+00 1.013962e+01
y_rep[773] 1.020814e+01 0.206831405 9.838459e+00 1.011909e+01
y_rep[774] 1.082258e+01 0.253156661 1.045027e+01 1.072527e+01
y_rep[775] 1.061527e+01 0.235625228 1.020299e+01 1.053489e+01
y_rep[776] 1.029873e+01 0.192880514 9.947269e+00 1.020573e+01
y_rep[777] 1.018122e+01 0.309249595 9.780052e+00 1.008787e+01
y_rep[778] 9.872690e+00 0.236910636 9.448462e+00 9.776414e+00
y_rep[779] 1.039362e+01 0.232402304 9.992765e+00 1.029335e+01
y_rep[780] 1.027414e+01 0.222491582 9.835387e+00 1.019069e+01
y_rep[781] 1.000204e+01 0.224716658 9.580289e+00 9.911281e+00
y_rep[782] 1.013619e+01 0.207357411 9.761030e+00 1.005258e+01
y_rep[783] 9.912705e+00 0.202700499 9.533244e+00 9.825958e+00
y_rep[784] 9.900941e+00 0.227751797 9.486953e+00 9.806648e+00
y_rep[785] 9.655038e+00 0.263603820 9.215836e+00 9.571500e+00
y_rep[786] 9.619436e+00 0.201281801 9.255186e+00 9.524622e+00
y_rep[787] 9.557543e+00 0.230024213 9.199263e+00 9.465321e+00
y_rep[788] 1.000112e+01 0.275063531 9.568184e+00 9.921228e+00
y_rep[789] 1.048288e+01 0.198315107 1.007946e+01 1.038972e+01
y_rep[790] 1.029840e+01 0.327987397 9.905943e+00 1.020695e+01
y_rep[791] 1.004399e+01 0.200030675 9.614908e+00 9.959280e+00
y_rep[792] 1.010158e+01 0.200131776 9.716440e+00 1.001037e+01
y_rep[793] 1.002352e+01 0.211926562 9.640733e+00 9.929845e+00
y_rep[794] 1.059158e+01 0.289744466 1.016643e+01 1.050166e+01
y_rep[795] 1.045405e+01 0.192867083 1.003404e+01 1.036410e+01
y_rep[796] 1.016726e+01 0.255987366 9.744072e+00 1.007522e+01
y_rep[797] 1.004698e+01 0.196585136 9.675230e+00 9.961341e+00
y_rep[798] 1.033628e+01 0.216246623 9.951921e+00 1.024704e+01
y_rep[799] 1.044555e+01 0.221501883 1.004650e+01 1.035910e+01
y_rep[800] 1.034726e+01 0.211858997 9.994065e+00 1.025193e+01
y_rep[801] 1.035946e+01 0.203762704 9.973761e+00 1.026932e+01
y_rep[802] 9.886404e+00 0.201073096 9.504950e+00 9.801056e+00
y_rep[803] 9.936500e+00 0.198795639 9.548828e+00 9.845557e+00
y_rep[804] 1.036578e+01 0.203639891 9.965674e+00 1.027855e+01
y_rep[805] 1.020797e+01 0.193446458 9.848620e+00 1.011678e+01
y_rep[806] 1.024527e+01 0.203050576 9.833675e+00 1.016064e+01
y_rep[807] 1.031633e+01 0.200205395 9.886846e+00 1.022992e+01
y_rep[808] 1.024506e+01 0.199142950 9.854603e+00 1.015710e+01
y_rep[809] 1.022595e+01 0.220265609 9.848238e+00 1.013434e+01
y_rep[810] 1.057513e+01 0.289525866 1.015916e+01 1.049950e+01
y_rep[811] 1.000924e+01 0.224384260 9.622110e+00 9.924347e+00
y_rep[812] 9.544452e+00 0.221656728 9.141986e+00 9.452938e+00
y_rep[813] 9.822177e+00 0.205223003 9.411522e+00 9.728059e+00
y_rep[814] 1.014836e+01 0.197503233 9.751136e+00 1.005927e+01
y_rep[815] 9.863009e+00 0.219345933 9.461705e+00 9.768546e+00
y_rep[816] 1.011736e+01 0.209082386 9.710536e+00 1.003010e+01
y_rep[817] 9.672675e+00 0.208718397 9.304928e+00 9.580908e+00
y_rep[818] 9.605521e+00 0.212003471 9.217046e+00 9.518704e+00
y_rep[819] 9.636014e+00 0.231088333 9.141843e+00 9.540419e+00
y_rep[820] 9.452043e+00 0.226357105 9.035884e+00 9.372627e+00
y_rep[821] 9.409061e+00 0.280583453 9.005735e+00 9.317614e+00
y_rep[822] 9.664083e+00 0.186997983 9.269538e+00 9.576810e+00
y_rep[823] 9.613010e+00 0.262011805 9.186036e+00 9.522342e+00
y_rep[824] 9.469471e+00 0.232811911 9.062973e+00 9.381479e+00
y_rep[825] 9.247885e+00 0.270320647 8.829137e+00 9.169604e+00
y_rep[826] 9.735454e+00 0.211469514 9.345245e+00 9.647514e+00
y_rep[827] 9.774063e+00 0.201389522 9.351827e+00 9.684972e+00
y_rep[828] 9.516111e+00 0.188352762 9.127470e+00 9.436763e+00
y_rep[829] 9.494094e+00 0.213040576 9.098337e+00 9.398460e+00
y_rep[830] 9.668621e+00 0.198184089 9.301761e+00 9.584253e+00
y_rep[831] 9.647641e+00 0.203102984 9.282102e+00 9.565944e+00
y_rep[832] 9.888408e+00 0.222285515 9.497552e+00 9.797183e+00
y_rep[833] 9.859887e+00 0.313976999 9.473675e+00 9.762567e+00
y_rep[834] 1.000110e+01 0.216167206 9.548189e+00 9.913063e+00
y_rep[835] 1.009563e+01 0.228775747 9.634735e+00 1.000628e+01
y_rep[836] 1.011261e+01 0.356254521 9.748471e+00 1.003121e+01
y_rep[837] 1.019032e+01 0.233874433 9.814547e+00 1.008815e+01
y_rep[838] 1.005672e+01 0.232594883 9.635253e+00 9.967573e+00
y_rep[839] 9.840171e+00 0.290727133 9.388283e+00 9.744584e+00
y_rep[840] 9.822042e+00 0.296262418 9.431200e+00 9.722706e+00
y_rep[841] 1.012156e+01 0.191559861 9.768592e+00 1.002992e+01
y_rep[842] 1.155261e+01 0.246702889 1.121028e+01 1.145493e+01
y_rep[843] 1.120260e+01 0.243535780 1.075694e+01 1.111082e+01
y_rep[844] 1.142400e+01 0.226549451 1.101962e+01 1.133089e+01
y_rep[845] 1.133694e+01 0.240241750 1.092508e+01 1.124628e+01
y_rep[846] 1.157092e+01 0.213865836 1.114771e+01 1.148603e+01
y_rep[847] 1.193150e+01 0.223062548 1.150565e+01 1.184236e+01
y_rep[848] 1.193495e+01 0.213245544 1.155560e+01 1.183413e+01
y_rep[849] 1.173964e+01 0.217760462 1.131745e+01 1.165026e+01
y_rep[850] 1.190921e+01 0.241891242 1.142420e+01 1.182315e+01
y_rep[851] 1.199060e+01 0.216744980 1.159865e+01 1.189953e+01
y_rep[852] 1.212025e+01 0.187304112 1.171960e+01 1.203413e+01
y_rep[853] 1.199739e+01 0.201310069 1.164086e+01 1.190975e+01
y_rep[854] 1.210533e+01 0.200629294 1.172117e+01 1.200968e+01
y_rep[855] 1.200403e+01 0.242141957 1.159230e+01 1.191676e+01
y_rep[856] 1.204860e+01 0.220874998 1.165055e+01 1.194951e+01
y_rep[857] 1.203156e+01 0.211493788 1.164336e+01 1.194197e+01
y_rep[858] 1.251888e+01 0.201696328 1.214644e+01 1.242981e+01
y_rep[859] 1.199259e+01 0.385917784 1.157807e+01 1.190456e+01
y_rep[860] 1.204501e+01 0.208062965 1.168027e+01 1.195707e+01
y_rep[861] 1.200569e+01 0.217806142 1.159409e+01 1.191275e+01
y_rep[862] 1.226309e+01 0.221361699 1.186153e+01 1.217384e+01
y_rep[863] 1.229718e+01 0.208942606 1.191400e+01 1.221209e+01
y_rep[864] 1.218700e+01 0.229231280 1.181788e+01 1.210007e+01
y_rep[865] 1.161175e+01 0.293448492 1.117499e+01 1.151419e+01
y_rep[866] 1.188374e+01 0.211002809 1.150773e+01 1.179006e+01
y_rep[867] 1.216000e+01 0.201326535 1.177731e+01 1.206888e+01
y_rep[868] 1.208458e+01 0.202144852 1.166714e+01 1.199720e+01
y_rep[869] 1.173150e+01 0.201596013 1.135310e+01 1.163808e+01
y_rep[870] 1.180309e+01 0.239693581 1.142215e+01 1.171524e+01
y_rep[871] 1.257718e+01 0.228486084 1.213427e+01 1.249146e+01
y_rep[872] 1.259756e+01 0.197029138 1.216297e+01 1.250264e+01
y_rep[873] 1.256659e+01 0.310402114 1.213238e+01 1.247391e+01
y_rep[874] 1.273633e+01 0.222131031 1.229744e+01 1.263304e+01
y_rep[875] 1.249141e+01 0.187415397 1.211008e+01 1.240304e+01
y_rep[876] 1.245434e+01 0.191853354 1.206823e+01 1.237202e+01
y_rep[877] 1.234681e+01 0.202262695 1.197703e+01 1.225946e+01
y_rep[878] 1.238586e+01 0.222047183 1.197447e+01 1.229725e+01
y_rep[879] 1.236698e+01 0.194422347 1.200726e+01 1.227422e+01
y_rep[880] 1.215566e+01 0.202669474 1.174231e+01 1.205883e+01
y_rep[881] 1.186943e+01 0.211140683 1.143716e+01 1.179200e+01
y_rep[882] 1.199629e+01 0.226154069 1.163394e+01 1.190765e+01
y_rep[883] 1.183711e+01 0.207003268 1.147832e+01 1.174341e+01
y_rep[884] 1.187820e+01 0.200061640 1.151663e+01 1.178498e+01
y_rep[885] 1.181358e+01 0.221048055 1.144095e+01 1.171941e+01
y_rep[886] 1.190424e+01 0.207679239 1.153697e+01 1.181226e+01
y_rep[887] 1.176834e+01 0.217170972 1.141064e+01 1.167110e+01
y_rep[888] 1.201104e+01 0.217138747 1.166086e+01 1.191938e+01
y_rep[889] 1.173024e+01 0.219413156 1.135815e+01 1.164984e+01
y_rep[890] 1.143637e+01 0.233293815 1.108191e+01 1.135017e+01
y_rep[891] 1.151382e+01 0.201944708 1.117290e+01 1.141317e+01
y_rep[892] 1.128126e+01 0.201545964 1.089742e+01 1.118208e+01
y_rep[893] 1.100532e+01 0.205906319 1.059801e+01 1.090953e+01
y_rep[894] 1.041335e+01 0.274114508 1.000323e+01 1.032323e+01
y_rep[895] 1.009398e+01 0.217483174 9.706137e+00 1.000433e+01
y_rep[896] 9.893383e+00 0.239367823 9.495668e+00 9.804039e+00
y_rep[897] 9.932027e+00 0.329551542 9.491637e+00 9.828574e+00
y_rep[898] 9.639585e+00 0.215235279 9.258737e+00 9.541120e+00
y_rep[899] 9.781230e+00 0.200006192 9.394516e+00 9.693590e+00
y_rep[900] 9.743284e+00 0.230919558 9.350415e+00 9.661532e+00
y_rep[901] 9.648892e+00 0.216496852 9.256098e+00 9.563330e+00
y_rep[902] 9.719252e+00 0.271815520 9.322221e+00 9.633748e+00
y_rep[903] 9.858932e+00 0.280578209 9.442940e+00 9.769244e+00
y_rep[904] 9.830877e+00 0.239286849 9.443694e+00 9.736182e+00
y_rep[905] 9.710501e+00 0.241076214 9.355659e+00 9.612362e+00
y_rep[906] 9.989347e+00 0.222934002 9.605366e+00 9.897484e+00
y_rep[907] 9.619647e+00 0.230431210 9.238337e+00 9.525548e+00
y_rep[908] 9.576360e+00 0.196869697 9.173469e+00 9.488295e+00
y_rep[909] 9.327964e+00 0.210476094 8.961076e+00 9.243349e+00
y_rep[910] 9.348656e+00 0.207528192 8.933870e+00 9.256032e+00
y_rep[911] 9.315635e+00 0.205310834 8.952870e+00 9.219880e+00
y_rep[912] 9.761735e+00 0.218810231 9.368006e+00 9.666448e+00
y_rep[913] 9.543607e+00 0.236950388 9.125536e+00 9.455122e+00
y_rep[914] 9.243020e+00 0.234692788 8.777726e+00 9.161012e+00
y_rep[915] 9.698613e+00 0.234214517 9.293015e+00 9.614050e+00
y_rep[916] 9.556282e+00 0.339340063 9.167312e+00 9.477815e+00
y_rep[917] 9.496176e+00 0.215133106 9.124896e+00 9.404782e+00
y_rep[918] 9.380877e+00 0.217532650 9.021865e+00 9.287930e+00
y_rep[919] 9.383797e+00 0.351347574 8.987334e+00 9.281731e+00
y_rep[920] 9.034420e+00 0.212400618 8.665152e+00 8.943864e+00
y_rep[921] 9.175422e+00 0.215122677 8.762205e+00 9.088573e+00
y_rep[922] 8.990016e+00 0.221262837 8.576081e+00 8.894485e+00
y_rep[923] 9.010844e+00 0.198848061 8.632435e+00 8.919163e+00
y_rep[924] 9.296846e+00 0.192483401 8.930467e+00 9.206661e+00
y_rep[925] 9.263498e+00 0.218947360 8.887101e+00 9.180809e+00
y_rep[926] 9.219358e+00 0.205821757 8.813205e+00 9.138958e+00
y_rep[927] 9.253854e+00 0.211865464 8.832315e+00 9.158187e+00
y_rep[928] 9.558925e+00 0.241642267 9.155159e+00 9.464145e+00
y_rep[929] 9.294233e+00 0.231520790 8.886676e+00 9.200782e+00
y_rep[930] 9.846593e+00 0.186926582 9.439501e+00 9.764747e+00
y_rep[931] 9.896160e+00 0.220729403 9.507955e+00 9.800266e+00
y_rep[932] 9.750706e+00 0.241701387 9.291894e+00 9.666840e+00
y_rep[933] 9.567871e+00 0.226691897 9.150899e+00 9.479164e+00
y_rep[934] 9.416925e+00 0.216584486 9.033578e+00 9.330084e+00
y_rep[935] 9.423712e+00 0.201808134 9.059952e+00 9.329423e+00
y_rep[936] 9.742553e+00 0.206876945 9.361705e+00 9.652196e+00
y_rep[937] 9.895548e+00 0.204646335 9.506727e+00 9.804428e+00
y_rep[938] 9.539379e+00 0.226367127 9.116802e+00 9.449395e+00
y_rep[939] 9.536311e+00 0.206452958 9.132817e+00 9.441859e+00
y_rep[940] 9.381002e+00 0.215548531 8.982045e+00 9.298467e+00
y_rep[941] 9.372209e+00 0.187433713 8.969709e+00 9.285705e+00
y_rep[942] 9.359709e+00 0.196788787 8.964542e+00 9.265972e+00
y_rep[943] 9.551884e+00 0.249114818 9.173266e+00 9.459854e+00
y_rep[944] 9.199204e+00 0.206134357 8.844462e+00 9.097983e+00
y_rep[945] 9.197606e+00 0.210488460 8.815522e+00 9.103604e+00
y_rep[946] 9.200785e+00 0.201669204 8.800658e+00 9.107015e+00
y_rep[947] 8.820729e+00 0.256555502 8.420366e+00 8.728656e+00
y_rep[948] 8.772377e+00 0.208098516 8.388781e+00 8.676177e+00
y_rep[949] 8.470130e+00 0.257392236 8.123824e+00 8.367008e+00
y_rep[950] 8.277210e+00 0.202826957 7.884975e+00 8.184583e+00
y_rep[951] 8.143164e+00 0.212123358 7.771474e+00 8.052841e+00
y_rep[952] 8.484237e+00 0.253238659 8.099784e+00 8.387087e+00
y_rep[953] 8.163129e+00 0.195167777 7.782946e+00 8.080922e+00
y_rep[954] 8.429966e+00 0.253454616 7.998502e+00 8.351949e+00
y_rep[955] 8.488417e+00 0.214408043 8.111359e+00 8.398299e+00
y_rep[956] 8.435196e+00 0.213504838 8.043909e+00 8.347217e+00
y_rep[957] 8.387586e+00 0.202804926 7.999631e+00 8.299534e+00
y_rep[958] 8.363055e+00 0.257227402 7.912030e+00 8.266632e+00
y_rep[959] 8.209293e+00 0.206872126 7.777890e+00 8.129432e+00
y_rep[960] 8.556536e+00 0.217518491 8.166991e+00 8.470394e+00
y_rep[961] 8.995869e+00 0.196408688 8.606018e+00 8.901115e+00
y_rep[962] 8.689317e+00 0.218663468 8.290579e+00 8.595584e+00
y_rep[963] 8.735081e+00 0.194620834 8.365103e+00 8.644058e+00
y_rep[964] 8.613457e+00 0.197065777 8.229868e+00 8.521094e+00
y_rep[965] 9.135910e+00 0.215426339 8.721595e+00 9.048974e+00
y_rep[966] 9.169903e+00 0.221376434 8.781072e+00 9.084957e+00
y_rep[967] 9.303610e+00 0.215411898 8.915215e+00 9.219904e+00
y_rep[968] 9.296651e+00 0.229539980 8.902871e+00 9.203265e+00
y_rep[969] 9.357481e+00 0.212663459 8.972895e+00 9.267086e+00
y_rep[970] 9.518763e+00 0.209390365 9.108907e+00 9.437364e+00
y_rep[971] 9.976354e+00 0.198808714 9.601000e+00 9.891334e+00
y_rep[972] 1.004195e+01 0.217083847 9.631634e+00 9.957122e+00
y_rep[973] 1.037162e+01 0.204486289 9.976062e+00 1.027889e+01
y_rep[974] 1.046581e+01 0.218379046 1.009696e+01 1.037502e+01
y_rep[975] 1.052240e+01 0.212685847 1.013574e+01 1.042726e+01
y_rep[976] 1.045770e+01 0.216508472 1.008415e+01 1.037416e+01
y_rep[977] 1.043250e+01 0.223819524 1.003965e+01 1.034324e+01
y_rep[978] 1.038950e+01 0.224237888 9.999287e+00 1.029297e+01
y_rep[979] 1.104687e+01 0.213146115 1.064876e+01 1.095181e+01
y_rep[980] 1.104750e+01 0.197738118 1.066130e+01 1.095786e+01
y_rep[981] 1.107712e+01 0.208236905 1.068507e+01 1.099550e+01
y_rep[982] 1.138201e+01 0.226986982 1.099772e+01 1.128377e+01
y_rep[983] 1.152289e+01 0.221916269 1.110672e+01 1.143714e+01
y_rep[984] 1.150942e+01 0.270495255 1.108051e+01 1.141342e+01
y_rep[985] 1.175019e+01 0.227454656 1.133602e+01 1.166410e+01
y_rep[986] 1.170118e+01 0.221843563 1.124898e+01 1.161694e+01
y_rep[987] 1.166212e+01 0.228876731 1.128221e+01 1.157912e+01
y_rep[988] 1.162120e+01 0.209450311 1.120671e+01 1.153765e+01
y_rep[989] 1.216139e+01 0.194580030 1.178861e+01 1.207701e+01
y_rep[990] 1.280754e+01 0.183928707 1.245990e+01 1.271998e+01
y_rep[991] 1.282966e+01 0.244103285 1.239622e+01 1.274217e+01
y_rep[992] 1.272616e+01 0.214243796 1.236648e+01 1.262825e+01
y_rep[993] 1.261020e+01 0.197737454 1.223053e+01 1.252408e+01
y_rep[994] 1.265442e+01 0.189531169 1.228018e+01 1.256384e+01
y_rep[995] 1.259293e+01 0.190593865 1.217644e+01 1.250523e+01
y_rep[996] 1.236065e+01 0.224544528 1.194454e+01 1.227395e+01
y_rep[997] 1.242121e+01 0.204247476 1.200717e+01 1.233190e+01
y_rep[998] 1.214465e+01 0.205256403 1.179425e+01 1.204991e+01
y_rep[999] 1.210690e+01 0.230661584 1.167687e+01 1.201686e+01
y_rep[1000] 1.227486e+01 0.227666793 1.189044e+01 1.218619e+01
y_rep[1001] 1.224730e+01 0.204195669 1.183804e+01 1.215473e+01
y_rep[1002] 1.182729e+01 0.202852552 1.144351e+01 1.174121e+01
y_rep[1003] 1.224928e+01 0.233912232 1.187255e+01 1.215623e+01
y_rep[1004] 1.202508e+01 0.222746978 1.164493e+01 1.194052e+01
y_rep[1005] 1.172791e+01 0.307699771 1.134381e+01 1.164757e+01
y_rep[1006] 1.172528e+01 0.220182136 1.134108e+01 1.164169e+01
y_rep[1007] 1.193429e+01 0.231894957 1.151058e+01 1.183726e+01
y_rep[1008] 1.160616e+01 0.205193229 1.121333e+01 1.151781e+01
y_rep[1009] 1.157454e+01 0.224854659 1.118671e+01 1.147915e+01
y_rep[1010] 1.145419e+01 0.221599663 1.104034e+01 1.137723e+01
y_rep[1011] 1.128511e+01 0.207270177 1.090528e+01 1.121199e+01
y_rep[1012] 1.055172e+01 0.238890382 1.017870e+01 1.046249e+01
y_rep[1013] 1.038625e+01 0.232426773 9.995088e+00 1.029482e+01
y_rep[1014] 1.041867e+01 0.209790465 1.002001e+01 1.032087e+01
y_rep[1015] 1.035260e+01 0.237212849 9.967888e+00 1.025593e+01
y_rep[1016] 1.028015e+01 0.238085108 9.908787e+00 1.019009e+01
y_rep[1017] 1.020694e+01 0.218971556 9.784966e+00 1.010986e+01
y_rep[1018] 1.026237e+01 0.196089699 9.849103e+00 1.017203e+01
y_rep[1019] 1.054881e+01 0.474104577 1.016140e+01 1.044747e+01
y_rep[1020] 1.078435e+01 0.229445405 1.036431e+01 1.069610e+01
y_rep[1021] 1.108520e+01 0.239221585 1.065592e+01 1.099537e+01
y_rep[1022] 1.108548e+01 0.222261002 1.067719e+01 1.098842e+01
y_rep[1023] 1.072110e+01 0.223117988 1.027646e+01 1.063724e+01
y_rep[1024] 1.079433e+01 0.199907067 1.040214e+01 1.069934e+01
y_rep[1025] 1.130193e+01 0.202773495 1.092152e+01 1.120478e+01
y_rep[1026] 1.071129e+01 0.238074779 1.031894e+01 1.060471e+01
y_rep[1027] 1.069090e+01 0.211906740 1.030429e+01 1.060191e+01
y_rep[1028] 1.052054e+01 0.214362774 1.011841e+01 1.043098e+01
y_rep[1029] 1.067613e+01 0.233496065 1.026728e+01 1.058003e+01
y_rep[1030] 1.057798e+01 0.205268319 1.020917e+01 1.049323e+01
y_rep[1031] 1.048783e+01 0.196757003 1.010090e+01 1.039853e+01
y_rep[1032] 1.057287e+01 0.201923484 1.016529e+01 1.048159e+01
y_rep[1033] 1.070219e+01 0.203738495 1.032027e+01 1.061544e+01
y_rep[1034] 1.077373e+01 0.228088281 1.037519e+01 1.068339e+01
y_rep[1035] 1.071215e+01 0.284972275 1.029399e+01 1.062307e+01
y_rep[1036] 1.065165e+01 0.214022236 1.030074e+01 1.056602e+01
y_rep[1037] 1.086410e+01 0.223745413 1.048215e+01 1.077368e+01
y_rep[1038] 1.128306e+01 0.237808090 1.089622e+01 1.119807e+01
y_rep[1039] 1.146438e+01 0.239410714 1.105263e+01 1.137807e+01
y_rep[1040] 1.145106e+01 0.303482559 1.106175e+01 1.135370e+01
y_rep[1041] 1.133230e+01 0.261815104 1.095710e+01 1.124250e+01
y_rep[1042] 1.093594e+01 0.210142418 1.054806e+01 1.084186e+01
y_rep[1043] 1.088554e+01 0.283686927 1.042641e+01 1.079202e+01
y_rep[1044] 1.074018e+01 0.187619396 1.036029e+01 1.065088e+01
y_rep[1045] 1.096097e+01 0.249127775 1.056284e+01 1.086858e+01
y_rep[1046] 1.080868e+01 0.206474892 1.040037e+01 1.071065e+01
y_rep[1047] 1.069453e+01 0.210994309 1.032304e+01 1.060644e+01
y_rep[1048] 1.067497e+01 0.206699715 1.026929e+01 1.057887e+01
y_rep[1049] 1.060062e+01 0.200526118 1.025150e+01 1.050806e+01
y_rep[1050] 1.058270e+01 0.223047177 1.020888e+01 1.049175e+01
y_rep[1051] 1.080918e+01 0.322897011 1.039284e+01 1.071320e+01
y_rep[1052] 1.058073e+01 0.208229843 1.022606e+01 1.048925e+01
y_rep[1053] 1.023425e+01 0.217168229 9.834178e+00 1.014167e+01
y_rep[1054] 1.016122e+01 0.232027475 9.767656e+00 1.007279e+01
y_rep[1055] 1.012445e+01 0.252517322 9.710131e+00 1.003490e+01
y_rep[1056] 9.863479e+00 0.319883023 9.501069e+00 9.780932e+00
y_rep[1057] 1.006457e+01 0.195265411 9.643250e+00 9.976483e+00
y_rep[1058] 1.004702e+01 0.190966400 9.653065e+00 9.955873e+00
y_rep[1059] 9.722136e+00 0.261065720 9.323174e+00 9.643824e+00
y_rep[1060] 9.401783e+00 0.221515104 9.010123e+00 9.311562e+00
y_rep[1061] 8.771412e+00 0.234583328 8.379142e+00 8.689374e+00
y_rep[1062] 8.620031e+00 0.218237189 8.208886e+00 8.529270e+00
y_rep[1063] 8.894627e+00 0.199089276 8.523583e+00 8.807247e+00
y_rep[1064] 9.213114e+00 0.224473634 8.841092e+00 9.127125e+00
y_rep[1065] 9.188319e+00 0.193245558 8.798228e+00 9.097025e+00
y_rep[1066] 8.740282e+00 0.225586954 8.383969e+00 8.646501e+00
y_rep[1067] 8.702375e+00 0.229973589 8.331157e+00 8.608840e+00
y_rep[1068] 9.457772e+00 0.223580031 9.067242e+00 9.366285e+00
y_rep[1069] 9.438383e+00 0.229696793 9.026610e+00 9.343125e+00
y_rep[1070] 9.534317e+00 0.195529105 9.145987e+00 9.443535e+00
y_rep[1071] 9.415621e+00 0.230610627 8.999650e+00 9.325317e+00
y_rep[1072] 8.967597e+00 0.198485642 8.573709e+00 8.876902e+00
y_rep[1073] 8.774343e+00 0.219450749 8.332451e+00 8.685809e+00
y_rep[1074] 8.962467e+00 0.240379475 8.548265e+00 8.874110e+00
y_rep[1075] 9.085327e+00 0.196892724 8.691989e+00 8.987625e+00
y_rep[1076] 9.466701e+00 0.244151394 9.077317e+00 9.378888e+00
y_rep[1077] 9.324365e+00 0.199742129 8.941673e+00 9.231331e+00
y_rep[1078] 9.061187e+00 0.245886254 8.673381e+00 8.972924e+00
y_rep[1079] 8.973875e+00 0.216142173 8.549862e+00 8.882482e+00
y_rep[1080] 8.638662e+00 0.209758792 8.247025e+00 8.548946e+00
y_rep[1081] 8.879467e+00 0.205332041 8.479082e+00 8.790996e+00
y_rep[1082] 8.877121e+00 0.241487796 8.489190e+00 8.781976e+00
y_rep[1083] 9.103730e+00 0.203817293 8.703293e+00 9.016097e+00
y_rep[1084] 9.102789e+00 0.250471118 8.712963e+00 9.021302e+00
y_rep[1085] 8.899149e+00 0.678189370 8.490153e+00 8.837236e+00
y_rep[1086] 8.847682e+00 0.207187082 8.449948e+00 8.750931e+00
y_rep[1087] 8.682624e+00 0.207153514 8.323938e+00 8.595929e+00
y_rep[1088] 8.567919e+00 0.244557232 8.184425e+00 8.477964e+00
y_rep[1089] 8.682533e+00 0.180188971 8.316755e+00 8.590849e+00
y_rep[1090] 8.469435e+00 0.190162843 8.066757e+00 8.380979e+00
y_rep[1091] 8.057801e+00 0.197979070 7.654803e+00 7.961547e+00
y_rep[1092] 7.784123e+00 0.222455182 7.379609e+00 7.692775e+00
y_rep[1093] 7.855253e+00 0.233337745 7.439978e+00 7.763017e+00
y_rep[1094] 7.787248e+00 0.219162733 7.372689e+00 7.691988e+00
y_rep[1095] 8.869246e+00 0.289935254 8.448498e+00 8.764451e+00
y_rep[1096] 8.990313e+00 0.238371673 8.564847e+00 8.901626e+00
y_rep[1097] 9.030358e+00 0.224209402 8.583299e+00 8.943689e+00
y_rep[1098] 8.884431e+00 0.348306944 8.472829e+00 8.804500e+00
y_rep[1099] 8.870600e+00 0.203051483 8.458999e+00 8.773906e+00
y_rep[1100] 8.761876e+00 0.245701057 8.320606e+00 8.668022e+00
y_rep[1101] 8.811084e+00 0.209963486 8.406021e+00 8.725519e+00
y_rep[1102] 8.743550e+00 0.212898119 8.274380e+00 8.656823e+00
y_rep[1103] 8.547201e+00 0.238630298 8.087408e+00 8.461313e+00
y_rep[1104] 8.553890e+00 0.229238486 8.120488e+00 8.470603e+00
y_rep[1105] 8.588171e+00 0.200464761 8.200715e+00 8.502180e+00
y_rep[1106] 8.405676e+00 0.214391067 8.016275e+00 8.315388e+00
y_rep[1107] 8.569807e+00 0.205183053 8.200203e+00 8.478418e+00
y_rep[1108] 8.395325e+00 0.225295105 8.051599e+00 8.305509e+00
y_rep[1109] 8.626147e+00 0.242711184 8.252137e+00 8.525029e+00
y_rep[1110] 8.999296e+00 0.204804654 8.622930e+00 8.907258e+00
y_rep[1111] 8.993339e+00 0.194309085 8.577838e+00 8.898344e+00
y_rep[1112] 8.772515e+00 0.216767840 8.349215e+00 8.682982e+00
y_rep[1113] 8.899890e+00 0.362556805 8.464892e+00 8.814178e+00
y_rep[1114] 8.819949e+00 0.207251226 8.393382e+00 8.730308e+00
y_rep[1115] 8.699563e+00 0.207941999 8.264510e+00 8.609318e+00
y_rep[1116] 8.915793e+00 0.193468324 8.537262e+00 8.824289e+00
y_rep[1117] 9.350169e+00 0.209490176 8.872326e+00 9.262722e+00
y_rep[1118] 8.562728e+00 0.239636075 8.117908e+00 8.475513e+00
y_rep[1119] 8.627859e+00 0.574288427 8.249451e+00 8.555494e+00
y_rep[1120] 8.446168e+00 0.218036341 8.088050e+00 8.353299e+00
y_rep[1121] 8.289446e+00 0.186579413 7.900350e+00 8.208822e+00
y_rep[1122] 8.679727e+00 0.207527592 8.279434e+00 8.591348e+00
y_rep[1123] 8.655408e+00 0.210355585 8.251624e+00 8.569367e+00
y_rep[1124] 8.521498e+00 0.212405506 8.080484e+00 8.432187e+00
y_rep[1125] 9.308889e+00 0.197587840 8.915711e+00 9.219625e+00
y_rep[1126] 9.284612e+00 0.247745595 8.884059e+00 9.192528e+00
y_rep[1127] 9.402895e+00 0.211909911 9.026669e+00 9.310981e+00
y_rep[1128] 9.358015e+00 0.234385646 8.971865e+00 9.269336e+00
y_rep[1129] 9.480048e+00 0.292586914 9.066159e+00 9.383784e+00
y_rep[1130] 9.484703e+00 0.205911379 9.118396e+00 9.399179e+00
y_rep[1131] 9.573717e+00 0.181294937 9.204672e+00 9.489925e+00
y_rep[1132] 9.405352e+00 0.205362483 9.022238e+00 9.316412e+00
y_rep[1133] 9.032860e+00 0.226834629 8.616506e+00 8.943674e+00
y_rep[1134] 9.078954e+00 0.213221363 8.646494e+00 8.988064e+00
y_rep[1135] 9.438125e+00 0.224288027 9.033852e+00 9.357415e+00
y_rep[1136] 9.490980e+00 0.217633176 9.107405e+00 9.395846e+00
y_rep[1137] 9.586395e+00 0.212348816 9.199790e+00 9.499099e+00
y_rep[1138] 9.535718e+00 0.248850785 9.119845e+00 9.452455e+00
y_rep[1139] 9.499398e+00 0.188165875 9.135536e+00 9.408167e+00
y_rep[1140] 9.357961e+00 0.221938078 8.937491e+00 9.257984e+00
y_rep[1141] 9.304149e+00 0.241587467 8.894852e+00 9.217818e+00
y_rep[1142] 9.197596e+00 0.200543285 8.817920e+00 9.107825e+00
y_rep[1143] 9.249031e+00 0.231390805 8.843549e+00 9.159820e+00
y_rep[1144] 9.287485e+00 0.252490789 8.876409e+00 9.199732e+00
y_rep[1145] 9.972034e+00 0.253642209 9.595852e+00 9.882311e+00
y_rep[1146] 9.877640e+00 0.218774196 9.496203e+00 9.792574e+00
y_rep[1147] 1.041510e+01 0.191378226 1.002968e+01 1.032898e+01
y_rep[1148] 1.000998e+01 0.217646072 9.631542e+00 9.921665e+00
y_rep[1149] 1.063806e+01 0.201763365 1.025480e+01 1.055500e+01
y_rep[1150] 1.041287e+01 0.222193137 1.001490e+01 1.031907e+01
y_rep[1151] 1.038425e+01 0.230110964 9.972779e+00 1.029442e+01
y_rep[1152] 1.032310e+01 0.257215685 9.937779e+00 1.022972e+01
y_rep[1153] 1.023338e+01 0.196018277 9.870741e+00 1.013841e+01
y_rep[1154] 1.051506e+01 0.227062881 1.012855e+01 1.041798e+01
y_rep[1155] 1.199381e+01 0.209938275 1.159280e+01 1.190089e+01
y_rep[1156] 1.121657e+01 0.204860224 1.082627e+01 1.112995e+01
y_rep[1157] 1.103887e+01 0.214329571 1.060185e+01 1.094714e+01
y_rep[1158] 1.117522e+01 0.203257885 1.079389e+01 1.108479e+01
y_rep[1159] 1.105616e+01 0.546481865 1.064447e+01 1.095920e+01
y_rep[1160] 1.098033e+01 0.228338465 1.054754e+01 1.088406e+01
y_rep[1161] 1.112958e+01 0.216479688 1.072257e+01 1.103761e+01
y_rep[1162] 1.096904e+01 0.202538238 1.057896e+01 1.087879e+01
y_rep[1163] 1.090409e+01 0.249406182 1.054733e+01 1.081180e+01
y_rep[1164] 1.098749e+01 0.210850795 1.059583e+01 1.090262e+01
y_rep[1165] 1.104841e+01 0.198003928 1.063889e+01 1.095887e+01
y_rep[1166] 1.104566e+01 0.245046752 1.066935e+01 1.095170e+01
y_rep[1167] 1.120354e+01 0.199226498 1.081735e+01 1.111864e+01
y_rep[1168] 1.085719e+01 0.208064574 1.051982e+01 1.076939e+01
y_rep[1169] 1.068074e+01 0.205213182 1.028506e+01 1.058559e+01
y_rep[1170] 1.056989e+01 0.197592674 1.020510e+01 1.047650e+01
y_rep[1171] 1.037097e+01 0.199164295 9.974879e+00 1.027932e+01
y_rep[1172] 9.945952e+00 0.194553094 9.544874e+00 9.854854e+00
y_rep[1173] 1.025268e+01 0.225925423 9.824319e+00 1.016997e+01
y_rep[1174] 1.014754e+01 0.193162308 9.752120e+00 1.006254e+01
y_rep[1175] 1.012315e+01 0.195610530 9.748777e+00 1.002839e+01
y_rep[1176] 1.019113e+01 0.253022023 9.775430e+00 1.010028e+01
y_rep[1177] 9.996707e+00 0.212029543 9.620488e+00 9.898706e+00
y_rep[1178] 9.483388e+00 0.256464667 9.137530e+00 9.382186e+00
y_rep[1179] 9.627868e+00 0.206585890 9.243522e+00 9.539057e+00
y_rep[1180] 9.716611e+00 0.213138357 9.330916e+00 9.619821e+00
y_rep[1181] 9.626839e+00 0.216749830 9.244561e+00 9.542013e+00
y_rep[1182] 9.563106e+00 0.204600211 9.161460e+00 9.470745e+00
y_rep[1183] 9.490241e+00 0.234540049 9.058419e+00 9.401987e+00
y_rep[1184] 9.962303e+00 0.220878320 9.538453e+00 9.871723e+00
y_rep[1185] 1.005572e+01 0.213809471 9.708291e+00 9.972785e+00
y_rep[1186] 9.938384e+00 0.206250435 9.557406e+00 9.842966e+00
y_rep[1187] 9.715744e+00 0.227759321 9.278385e+00 9.621774e+00
y_rep[1188] 1.021059e+01 0.231058617 9.789273e+00 1.011589e+01
y_rep[1189] 1.029488e+01 0.252565153 9.910744e+00 1.020352e+01
y_rep[1190] 1.006089e+01 0.200566212 9.678265e+00 9.964336e+00
y_rep[1191] 1.020396e+01 0.249155492 9.820694e+00 1.011264e+01
y_rep[1192] 1.002830e+01 0.223627594 9.531722e+00 9.939001e+00
y_rep[1193] 1.030653e+01 0.241157334 9.907791e+00 1.020887e+01
y_rep[1194] 1.044161e+01 0.211287774 9.999844e+00 1.035283e+01
y_rep[1195] 1.022948e+01 0.200179540 9.850926e+00 1.013726e+01
y_rep[1196] 1.138879e+01 0.204380518 1.102368e+01 1.129167e+01
y_rep[1197] 1.151076e+01 0.295328898 1.111026e+01 1.142351e+01
y_rep[1198] 1.130722e+01 0.231377896 1.091821e+01 1.121301e+01
y_rep[1199] 1.139274e+01 0.212643077 1.100992e+01 1.129952e+01
y_rep[1200] 1.148363e+01 0.219154852 1.103909e+01 1.139573e+01
y_rep[1201] 1.128487e+01 0.225249134 1.091593e+01 1.118921e+01
y_rep[1202] 1.109603e+01 0.199444732 1.068543e+01 1.100862e+01
y_rep[1203] 1.121048e+01 0.207919226 1.081448e+01 1.112304e+01
y_rep[1204] 1.102614e+01 0.202705245 1.064851e+01 1.093654e+01
y_rep[1205] 1.100303e+01 0.198748086 1.060063e+01 1.092204e+01
y_rep[1206] 1.105431e+01 0.210479948 1.067487e+01 1.096795e+01
y_rep[1207] 1.090950e+01 0.234043943 1.051371e+01 1.081172e+01
y_rep[1208] 1.086248e+01 0.205961349 1.045894e+01 1.077417e+01
y_rep[1209] 1.100997e+01 0.198216641 1.059533e+01 1.092544e+01
y_rep[1210] 1.094297e+01 0.217570719 1.054148e+01 1.085508e+01
y_rep[1211] 1.053948e+01 0.185304631 1.016058e+01 1.045328e+01
y_rep[1212] 1.064985e+01 0.214489269 1.028644e+01 1.055854e+01
y_rep[1213] 1.059820e+01 0.215380311 1.022871e+01 1.050571e+01
y_rep[1214] 1.059071e+01 0.195978305 1.021688e+01 1.049075e+01
y_rep[1215] 1.110363e+01 0.301021521 1.067173e+01 1.100296e+01
y_rep[1216] 1.106533e+01 0.205509489 1.069793e+01 1.097488e+01
y_rep[1217] 1.072965e+01 0.206987605 1.034458e+01 1.063977e+01
y_rep[1218] 1.068162e+01 0.215692126 1.025881e+01 1.059797e+01
y_rep[1219] 9.838059e+00 0.214401195 9.451346e+00 9.746605e+00
y_rep[1220] 9.534271e+00 0.222703047 9.149823e+00 9.447624e+00
y_rep[1221] 1.002193e+01 0.208348123 9.643577e+00 9.925530e+00
y_rep[1222] 1.043590e+01 0.240332301 1.000716e+01 1.033813e+01
y_rep[1223] 9.825283e+00 0.220514214 9.449898e+00 9.737987e+00
y_rep[1224] 1.001928e+01 0.203753111 9.645953e+00 9.934754e+00
y_rep[1225] 9.838035e+00 0.213453847 9.432722e+00 9.742416e+00
y_rep[1226] 9.917686e+00 0.215424914 9.567618e+00 9.828434e+00
y_rep[1227] 1.026118e+01 0.251414705 9.860504e+00 1.016218e+01
y_rep[1228] 1.026012e+01 0.208172834 9.830222e+00 1.017369e+01
y_rep[1229] 1.005680e+01 0.229239250 9.682771e+00 9.971311e+00
y_rep[1230] 9.933036e+00 0.216684655 9.538112e+00 9.848964e+00
y_rep[1231] 9.734876e+00 0.200233888 9.370268e+00 9.645062e+00
y_rep[1232] 9.699907e+00 0.247718574 9.271859e+00 9.600473e+00
y_rep[1233] 9.567032e+00 0.207196086 9.141123e+00 9.479695e+00
y_rep[1234] 9.545061e+00 0.205508932 9.173525e+00 9.446630e+00
y_rep[1235] 9.438646e+00 0.181798110 9.051655e+00 9.345126e+00
y_rep[1236] 9.245418e+00 0.210717985 8.882266e+00 9.147218e+00
y_rep[1237] 9.352261e+00 0.208420730 8.943645e+00 9.266427e+00
y_rep[1238] 9.072102e+00 0.205457210 8.649963e+00 8.983960e+00
y_rep[1239] 9.296562e+00 0.308987062 8.909965e+00 9.206019e+00
y_rep[1240] 9.096755e+00 0.194380788 8.722381e+00 9.004502e+00
y_rep[1241] 9.054346e+00 0.196440420 8.679093e+00 8.964017e+00
y_rep[1242] 9.236764e+00 0.219367202 8.826005e+00 9.148806e+00
y_rep[1243] 9.287614e+00 0.225201391 8.853888e+00 9.187557e+00
y_rep[1244] 8.999124e+00 0.204969400 8.606028e+00 8.908983e+00
y_rep[1245] 8.862500e+00 0.231056265 8.452710e+00 8.776749e+00
y_rep[1246] 9.072760e+00 0.206221643 8.689273e+00 8.990208e+00
y_rep[1247] 8.974099e+00 0.216758880 8.595077e+00 8.879969e+00
y_rep[1248] 8.749972e+00 0.212165207 8.360762e+00 8.662509e+00
y_rep[1249] 8.684937e+00 0.231983681 8.264416e+00 8.588763e+00
y_rep[1250] 8.452510e+00 0.214448987 8.071974e+00 8.365232e+00
y_rep[1251] 8.267870e+00 0.190953550 7.894162e+00 8.181797e+00
y_rep[1252] 8.298025e+00 0.225511079 7.887047e+00 8.196922e+00
y_rep[1253] 8.229507e+00 0.201491375 7.841380e+00 8.137513e+00
y_rep[1254] 8.411947e+00 0.213569881 7.996403e+00 8.318468e+00
y_rep[1255] 8.251923e+00 0.211304424 7.859802e+00 8.157265e+00
y_rep[1256] 8.291774e+00 0.216636508 7.901889e+00 8.200730e+00
y_rep[1257] 9.389384e+00 0.214814833 9.008739e+00 9.295319e+00
y_rep[1258] 9.571952e+00 0.223823414 9.161729e+00 9.473114e+00
y_rep[1259] 9.361087e+00 0.219057499 8.936350e+00 9.274804e+00
y_rep[1260] 9.476063e+00 0.189552219 9.112792e+00 9.381398e+00
y_rep[1261] 9.211034e+00 0.208086333 8.776636e+00 9.121494e+00
y_rep[1262] 8.791775e+00 0.202579957 8.420554e+00 8.699654e+00
y_rep[1263] 9.059063e+00 0.242692448 8.634871e+00 8.971075e+00
y_rep[1264] 9.337441e+00 0.214959165 8.931098e+00 9.240992e+00
y_rep[1265] 9.030672e+00 0.212163809 8.664389e+00 8.941874e+00
y_rep[1266] 8.850026e+00 0.197101410 8.470464e+00 8.758929e+00
y_rep[1267] 8.943048e+00 0.189522523 8.536587e+00 8.858532e+00
y_rep[1268] 8.844997e+00 0.241156626 8.397661e+00 8.758154e+00
y_rep[1269] 8.866943e+00 0.209281661 8.434461e+00 8.773804e+00
y_rep[1270] 9.073761e+00 0.226954202 8.658804e+00 8.986049e+00
y_rep[1271] 9.126770e+00 0.182180701 8.755099e+00 9.039016e+00
y_rep[1272] 9.153860e+00 0.207962787 8.708305e+00 9.061320e+00
y_rep[1273] 9.257071e+00 0.201826630 8.890998e+00 9.170821e+00
y_rep[1274] 9.389637e+00 0.221763714 9.012028e+00 9.301395e+00
y_rep[1275] 9.338971e+00 0.235714309 8.918236e+00 9.248704e+00
y_rep[1276] 9.370923e+00 0.196683572 8.958254e+00 9.282471e+00
y_rep[1277] 9.273221e+00 0.206506998 8.874404e+00 9.182146e+00
y_rep[1278] 9.217668e+00 0.274381462 8.827991e+00 9.127449e+00
y_rep[1279] 9.109683e+00 0.296152609 8.687832e+00 9.016503e+00
y_rep[1280] 8.674097e+00 0.220750970 8.289029e+00 8.583255e+00
y_rep[1281] 8.527562e+00 0.205588437 8.163115e+00 8.438727e+00
y_rep[1282] 8.869278e+00 0.213894910 8.444534e+00 8.771287e+00
y_rep[1283] 8.589337e+00 0.230825441 8.156434e+00 8.494886e+00
y_rep[1284] 8.446008e+00 0.235483550 8.024771e+00 8.354958e+00
y_rep[1285] 8.592358e+00 0.241074383 8.208090e+00 8.496602e+00
y_rep[1286] 8.223746e+00 0.225472110 7.840588e+00 8.123769e+00
y_rep[1287] 8.016163e+00 0.217181112 7.548469e+00 7.927286e+00
y_rep[1288] 9.182924e+00 0.286729023 8.795623e+00 9.093037e+00
y_rep[1289] 8.965175e+00 0.192738727 8.608513e+00 8.866668e+00
y_rep[1290] 8.915322e+00 0.251084046 8.510996e+00 8.828115e+00
y_rep[1291] 8.997803e+00 0.241469931 8.572138e+00 8.909297e+00
y_rep[1292] 8.826561e+00 0.212080936 8.424277e+00 8.737323e+00
y_rep[1293] 8.513239e+00 0.204052156 8.131030e+00 8.422289e+00
y_rep[1294] 8.440589e+00 0.341885229 8.080817e+00 8.357319e+00
y_rep[1295] 8.337013e+00 0.271295679 7.948046e+00 8.239748e+00
y_rep[1296] 8.183419e+00 0.218072532 7.821036e+00 8.081531e+00
y_rep[1297] 8.095226e+00 0.222857298 7.648361e+00 8.004696e+00
y_rep[1298] 8.087683e+00 0.200535066 7.709621e+00 8.005280e+00
y_rep[1299] 7.784637e+00 0.212574266 7.427041e+00 7.694571e+00
y_rep[1300] 7.988343e+00 0.246899867 7.594414e+00 7.900873e+00
y_rep[1301] 7.703700e+00 0.216048890 7.318245e+00 7.618999e+00
y_rep[1302] 7.874975e+00 0.230009519 7.434647e+00 7.788305e+00
y_rep[1303] 7.898186e+00 0.220565354 7.498631e+00 7.804223e+00
y_rep[1304] 7.916900e+00 0.205023269 7.506473e+00 7.832670e+00
y_rep[1305] 7.921727e+00 0.206767877 7.496667e+00 7.835750e+00
y_rep[1306] 8.264586e+00 0.204866294 7.887042e+00 8.175388e+00
y_rep[1307] 8.073335e+00 0.234929514 7.662084e+00 7.978789e+00
y_rep[1308] 8.003937e+00 0.223179146 7.623900e+00 7.912519e+00
y_rep[1309] 8.042099e+00 0.234515794 7.634572e+00 7.941157e+00
y_rep[1310] 8.311274e+00 0.221608902 7.945227e+00 8.224609e+00
y_rep[1311] 7.828331e+00 0.212115711 7.476213e+00 7.732421e+00
y_rep[1312] 8.390814e+00 0.212162402 7.994892e+00 8.299046e+00
y_rep[1313] 8.281024e+00 0.193726317 7.893245e+00 8.191936e+00
y_rep[1314] 8.395811e+00 0.202637297 7.999059e+00 8.310971e+00
y_rep[1315] 8.311122e+00 0.187829820 7.948343e+00 8.225908e+00
y_rep[1316] 8.230917e+00 0.234451483 7.807791e+00 8.135916e+00
y_rep[1317] 8.424729e+00 0.217666806 8.042055e+00 8.335831e+00
y_rep[1318] 8.410873e+00 0.243607041 7.976174e+00 8.328214e+00
y_rep[1319] 9.484047e+00 0.197334391 9.097484e+00 9.395458e+00
y_rep[1320] 9.701920e+00 0.229793630 9.326319e+00 9.602802e+00
y_rep[1321] 9.537411e+00 0.195888292 9.151278e+00 9.450848e+00
y_rep[1322] 9.635067e+00 0.202453515 9.220798e+00 9.544890e+00
y_rep[1323] 9.525310e+00 0.204617045 9.136848e+00 9.437832e+00
y_rep[1324] 9.591613e+00 0.229467072 9.210287e+00 9.493202e+00
y_rep[1325] 1.004873e+01 0.215188684 9.636458e+00 9.959875e+00
y_rep[1326] 9.750264e+00 0.252284385 9.353393e+00 9.660514e+00
y_rep[1327] 9.646438e+00 0.200276419 9.267416e+00 9.556544e+00
y_rep[1328] 9.622439e+00 0.215521865 9.190018e+00 9.527281e+00
y_rep[1329] 9.494382e+00 0.312418989 9.117791e+00 9.412937e+00
y_rep[1330] 9.702733e+00 0.243861744 9.310571e+00 9.614998e+00
y_rep[1331] 1.002780e+01 0.243631539 9.609325e+00 9.937249e+00
y_rep[1332] 9.817101e+00 0.221040539 9.437690e+00 9.722675e+00
y_rep[1333] 9.658293e+00 0.222367169 9.284122e+00 9.559294e+00
y_rep[1334] 9.608194e+00 0.349773842 9.202225e+00 9.500232e+00
y_rep[1335] 9.444303e+00 0.218932206 9.054510e+00 9.363435e+00
y_rep[1336] 9.858479e+00 0.272408822 9.493514e+00 9.759794e+00
y_rep[1337] 9.927365e+00 0.257318678 9.563657e+00 9.829108e+00
y_rep[1338] 9.629634e+00 0.205861076 9.256235e+00 9.541825e+00
y_rep[1339] 9.624698e+00 0.240914324 9.260863e+00 9.542322e+00
y_rep[1340] 9.686080e+00 0.241700039 9.269364e+00 9.592656e+00
y_rep[1341] 9.745864e+00 0.331382015 9.377420e+00 9.645773e+00
y_rep[1342] 9.907874e+00 0.204691949 9.529505e+00 9.815530e+00
y_rep[1343] 9.890348e+00 0.235447419 9.520343e+00 9.806883e+00
y_rep[1344] 9.929848e+00 0.225656666 9.501490e+00 9.840278e+00
y_rep[1345] 9.763507e+00 0.230080331 9.359849e+00 9.672122e+00
y_rep[1346] 9.791509e+00 0.202089640 9.406593e+00 9.700458e+00
y_rep[1347] 9.662109e+00 0.207709571 9.251455e+00 9.574298e+00
y_rep[1348] 9.619209e+00 0.208046777 9.196641e+00 9.526062e+00
y_rep[1349] 9.512427e+00 0.307351197 9.080414e+00 9.415704e+00
y_rep[1350] 9.688483e+00 0.210140782 9.279409e+00 9.604703e+00
y_rep[1351] 9.759235e+00 0.210201289 9.375476e+00 9.659229e+00
y_rep[1352] 9.709100e+00 0.224553779 9.353250e+00 9.618845e+00
y_rep[1353] 9.975467e+00 0.287078555 9.512496e+00 9.879986e+00
y_rep[1354] 9.857415e+00 0.264896081 9.430227e+00 9.776409e+00
y_rep[1355] 9.723601e+00 0.202696633 9.352341e+00 9.635018e+00
y_rep[1356] 9.757687e+00 0.191881775 9.417528e+00 9.668247e+00
y_rep[1357] 9.915954e+00 0.215553458 9.561377e+00 9.823807e+00
y_rep[1358] 9.824211e+00 0.227696045 9.463074e+00 9.737881e+00
y_rep[1359] 9.374346e+00 0.208668922 9.003442e+00 9.292191e+00
y_rep[1360] 9.238162e+00 0.247028741 8.847227e+00 9.135012e+00
y_rep[1361] 8.761397e+00 0.210551877 8.347266e+00 8.677191e+00
y_rep[1362] 8.683034e+00 0.184439038 8.326002e+00 8.594262e+00
y_rep[1363] 8.723175e+00 0.205250087 8.330088e+00 8.631625e+00
y_rep[1364] 8.495734e+00 0.226042476 8.098194e+00 8.408625e+00
y_rep[1365] 8.535991e+00 0.198375980 8.145782e+00 8.450511e+00
y_rep[1366] 8.069446e+00 0.210609599 7.683638e+00 7.970424e+00
y_rep[1367] 8.164208e+00 0.233685895 7.715743e+00 8.080675e+00
y_rep[1368] 7.888549e+00 0.200587782 7.526080e+00 7.797237e+00
y_rep[1369] 7.928491e+00 0.206934570 7.563976e+00 7.836400e+00
y_rep[1370] 7.730410e+00 0.203649741 7.368620e+00 7.637570e+00
y_rep[1371] 7.530155e+00 0.219383983 7.091554e+00 7.444866e+00
y_rep[1372] 8.018952e+00 0.211850462 7.623644e+00 7.936559e+00
y_rep[1373] 8.293554e+00 0.216732279 7.899970e+00 8.213044e+00
y_rep[1374] 7.987028e+00 0.214280784 7.555136e+00 7.900082e+00
y_rep[1375] 7.886838e+00 0.185592420 7.531525e+00 7.795879e+00
y_rep[1376] 7.772569e+00 0.226285692 7.331524e+00 7.683795e+00
y_rep[1377] 7.667382e+00 0.207406203 7.296513e+00 7.578819e+00
y_rep[1378] 7.764207e+00 0.184707268 7.402960e+00 7.669255e+00
y_rep[1379] 7.811861e+00 0.270902561 7.372473e+00 7.717153e+00
y_rep[1380] 7.479580e+00 0.190654314 7.132802e+00 7.380271e+00
y_rep[1381] 7.835728e+00 0.225406819 7.409448e+00 7.739698e+00
y_rep[1382] 8.131704e+00 0.248620743 7.718817e+00 8.050541e+00
y_rep[1383] 8.017008e+00 0.217280929 7.594484e+00 7.925458e+00
y_rep[1384] 8.465700e+00 0.205158378 8.084371e+00 8.371983e+00
y_rep[1385] 8.625888e+00 0.256824872 8.208217e+00 8.540509e+00
y_rep[1386] 8.429816e+00 0.220064653 8.031528e+00 8.334267e+00
y_rep[1387] 8.500841e+00 0.223093910 8.127491e+00 8.400770e+00
y_rep[1388] 8.410947e+00 0.219166287 7.966614e+00 8.321801e+00
y_rep[1389] 8.300709e+00 0.208952804 7.916427e+00 8.209063e+00
y_rep[1390] 8.365658e+00 0.208584796 8.003554e+00 8.270288e+00
y_rep[1391] 8.341662e+00 0.259225947 7.966160e+00 8.255159e+00
y_rep[1392] 8.255236e+00 0.200884337 7.895603e+00 8.171432e+00
y_rep[1393] 8.249253e+00 0.216396499 7.823222e+00 8.158560e+00
y_rep[1394] 8.115871e+00 0.202203615 7.733216e+00 8.028277e+00
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y_rep[1396] 8.246754e+00 0.261786155 7.820945e+00 8.145207e+00
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log_lik[1440] 4.799788e-01 0.082120714 3.052439e-01 4.286275e-01
log_lik[1441] 9.200445e-01 0.067035723 7.792897e-01 8.783768e-01
log_lik[1442] 1.089752e+00 0.050640366 9.764816e-01 1.060025e+00
log_lik[1443] 6.575506e-01 0.078975061 4.986983e-01 6.070574e-01
log_lik[1444] 2.258551e-01 0.136537479 -5.318949e-02 1.343981e-01
log_lik[1445] -5.553432e-01 0.125572455 -8.101030e-01 -6.386173e-01
log_lik[1446] 9.834479e-01 0.061363332 8.515158e-01 9.463384e-01
log_lik[1447] -5.553788e-02 0.169238263 -3.940352e-01 -1.677802e-01
log_lik[1448] 6.035917e-01 0.063200248 4.749723e-01 5.638955e-01
log_lik[1449] -6.880302e-01 0.067784462 -8.205323e-01 -7.330115e-01
log_lik[1450] -5.628954e+00 0.203667049 -6.040008e+00 -5.763323e+00
log_lik[1451] 8.308736e-01 0.153271610 5.010140e-01 7.309561e-01
log_lik[1452] 1.036281e+00 0.058729054 9.137379e-01 9.974962e-01
log_lik[1453] 9.252028e-02 0.066727857 -4.411161e-02 4.972292e-02
log_lik[1454] 3.967811e-01 0.096094456 2.064596e-01 3.334446e-01
log_lik[1455] -1.079194e+00 0.138852724 -1.334157e+00 -1.172813e+00
log_lik[1456] 1.070325e+00 0.044793323 9.767259e-01 1.042354e+00
log_lik[1457] 3.980668e-01 0.126248214 1.400238e-01 3.150647e-01
log_lik[1458] 3.803016e-01 0.073530662 2.318080e-01 3.319832e-01
log_lik[1459] 7.538421e-01 0.101773495 5.465056e-01 6.891065e-01
log_lik[1460] -4.161292e+00 0.133579166 -4.442431e+00 -4.251802e+00
y_hat 1.230175e+01 0.187513609 1.195324e+01 1.221269e+01
lp__ 1.326062e+03 2.091582481 1.321331e+03 1.324869e+03
stats
parameter 50% 75% 97.5%
alpha 1.230556e+01 1.230811e+01 1.231359e+01
beta[1] 6.354197e-01 6.987391e-01 8.201725e-01
beta[2] 6.494053e-01 7.257044e-01 8.577954e-01
beta[3] 1.908128e+00 1.988147e+00 2.151007e+00
beta_mu[1] 2.879903e-01 1.108605e+01 3.247339e+01
beta_mu[2] 3.030611e-01 1.100166e+01 3.198808e+01
beta_mu[3] 1.269872e+00 1.242000e+01 3.403323e+01
sigma 1.164125e-01 1.188181e-01 1.241511e-01
nu 2.690238e+00 2.841390e+00 3.136448e+00
mu[1] 1.651865e+01 1.652390e+01 1.653373e+01
mu[2] 1.685701e+01 1.686245e+01 1.687329e+01
mu[3] 1.641381e+01 1.641974e+01 1.643189e+01
mu[4] 1.709925e+01 1.710502e+01 1.711640e+01
mu[5] 1.715541e+01 1.716714e+01 1.719160e+01
mu[6] 1.769558e+01 1.770306e+01 1.771746e+01
mu[7] 1.735342e+01 1.736413e+01 1.738459e+01
mu[8] 1.763699e+01 1.765153e+01 1.768063e+01
mu[9] 1.735341e+01 1.735929e+01 1.737050e+01
mu[10] 1.780569e+01 1.781184e+01 1.782436e+01
mu[11] 1.801584e+01 1.802190e+01 1.803471e+01
mu[12] 1.914879e+01 1.915640e+01 1.917107e+01
mu[13] 1.895772e+01 1.896428e+01 1.897778e+01
mu[14] 1.843132e+01 1.843835e+01 1.845115e+01
mu[15] 1.750837e+01 1.752222e+01 1.754979e+01
mu[16] 1.688541e+01 1.689065e+01 1.690206e+01
mu[17] 1.720136e+01 1.721100e+01 1.722931e+01
mu[18] 1.746848e+01 1.747497e+01 1.748807e+01
mu[19] 1.720083e+01 1.720629e+01 1.721765e+01
mu[20] 1.648409e+01 1.649075e+01 1.650425e+01
mu[21] 1.624360e+01 1.624897e+01 1.625949e+01
mu[22] 1.638864e+01 1.639324e+01 1.640324e+01
mu[23] 1.634607e+01 1.635135e+01 1.636208e+01
mu[24] 1.683991e+01 1.684519e+01 1.685582e+01
mu[25] 1.693232e+01 1.693783e+01 1.694826e+01
mu[26] 1.619012e+01 1.619713e+01 1.621210e+01
mu[27] 1.606034e+01 1.606736e+01 1.607901e+01
mu[28] 1.584771e+01 1.585631e+01 1.587258e+01
mu[29] 1.543866e+01 1.544291e+01 1.545142e+01
mu[30] 1.523820e+01 1.524369e+01 1.525502e+01
mu[31] 1.531824e+01 1.532524e+01 1.533962e+01
mu[32] 1.467713e+01 1.468297e+01 1.469458e+01
mu[33] 1.415310e+01 1.415747e+01 1.416600e+01
mu[34] 1.393630e+01 1.393989e+01 1.394647e+01
mu[35] 1.322850e+01 1.323896e+01 1.326047e+01
mu[36] 1.317173e+01 1.317594e+01 1.318362e+01
mu[37] 1.361191e+01 1.361748e+01 1.362745e+01
mu[38] 1.481011e+01 1.482356e+01 1.484938e+01
mu[39] 1.522470e+01 1.522874e+01 1.523691e+01
mu[40] 1.479117e+01 1.479582e+01 1.480518e+01
mu[41] 1.468749e+01 1.469129e+01 1.469879e+01
mu[42] 1.489577e+01 1.490028e+01 1.490910e+01
mu[43] 1.475456e+01 1.475802e+01 1.476554e+01
mu[44] 1.522747e+01 1.523369e+01 1.524469e+01
mu[45] 1.463218e+01 1.463686e+01 1.464582e+01
mu[46] 1.376884e+01 1.377434e+01 1.378465e+01
mu[47] 1.360729e+01 1.361342e+01 1.362526e+01
mu[48] 1.380726e+01 1.381198e+01 1.381983e+01
mu[49] 1.449971e+01 1.450614e+01 1.451788e+01
mu[50] 1.493846e+01 1.494496e+01 1.495583e+01
mu[51] 1.501337e+01 1.501916e+01 1.503084e+01
mu[52] 1.440387e+01 1.441030e+01 1.442339e+01
mu[53] 1.424303e+01 1.424654e+01 1.425342e+01
mu[54] 1.432359e+01 1.432749e+01 1.433459e+01
mu[55] 1.423856e+01 1.424530e+01 1.425857e+01
mu[56] 1.432692e+01 1.433050e+01 1.433764e+01
mu[57] 1.450438e+01 1.451065e+01 1.452306e+01
mu[58] 1.471755e+01 1.472156e+01 1.472905e+01
mu[59] 1.412182e+01 1.412582e+01 1.413356e+01
mu[60] 1.394869e+01 1.395251e+01 1.395981e+01
mu[61] 1.308177e+01 1.309387e+01 1.311763e+01
mu[62] 1.303979e+01 1.304352e+01 1.305080e+01
mu[63] 1.416551e+01 1.416973e+01 1.417783e+01
mu[64] 1.397959e+01 1.398337e+01 1.399040e+01
mu[65] 1.357712e+01 1.358110e+01 1.358943e+01
mu[66] 1.328384e+01 1.328737e+01 1.329435e+01
mu[67] 1.338892e+01 1.339219e+01 1.339888e+01
mu[68] 1.355913e+01 1.356292e+01 1.357031e+01
mu[69] 1.387576e+01 1.388150e+01 1.389295e+01
mu[70] 1.402819e+01 1.403280e+01 1.404109e+01
mu[71] 1.381943e+01 1.382453e+01 1.383506e+01
mu[72] 1.289612e+01 1.290247e+01 1.291606e+01
mu[73] 1.234753e+01 1.235064e+01 1.235690e+01
mu[74] 1.226330e+01 1.226645e+01 1.227201e+01
mu[75] 1.219199e+01 1.219529e+01 1.220170e+01
mu[76] 1.292905e+01 1.293350e+01 1.294173e+01
mu[77] 1.295671e+01 1.295950e+01 1.296583e+01
mu[78] 1.285655e+01 1.285978e+01 1.286598e+01
mu[79] 1.240252e+01 1.240582e+01 1.241234e+01
mu[80] 1.238561e+01 1.239004e+01 1.239913e+01
mu[81] 1.234156e+01 1.234451e+01 1.235049e+01
mu[82] 1.249777e+01 1.250044e+01 1.250651e+01
mu[83] 1.269186e+01 1.269527e+01 1.270153e+01
mu[84] 1.295139e+01 1.295652e+01 1.296661e+01
mu[85] 1.261373e+01 1.261727e+01 1.262367e+01
mu[86] 1.209821e+01 1.210369e+01 1.211391e+01
mu[87] 1.283819e+01 1.284376e+01 1.285570e+01
mu[88] 1.312174e+01 1.312517e+01 1.313181e+01
mu[89] 1.307815e+01 1.308222e+01 1.309005e+01
mu[90] 1.379875e+01 1.380521e+01 1.381846e+01
mu[91] 1.380765e+01 1.381134e+01 1.381820e+01
mu[92] 1.345712e+01 1.346050e+01 1.346684e+01
mu[93] 1.314238e+01 1.314567e+01 1.315158e+01
mu[94] 1.338106e+01 1.338481e+01 1.339165e+01
mu[95] 1.338601e+01 1.339001e+01 1.339830e+01
mu[96] 1.359327e+01 1.359770e+01 1.360733e+01
mu[97] 1.374476e+01 1.374841e+01 1.375524e+01
mu[98] 1.349620e+01 1.350013e+01 1.350917e+01
mu[99] 1.302833e+01 1.303146e+01 1.303812e+01
mu[100] 1.280793e+01 1.281100e+01 1.281701e+01
mu[101] 1.278191e+01 1.278817e+01 1.279976e+01
mu[102] 1.318788e+01 1.319200e+01 1.320016e+01
mu[103] 1.414597e+01 1.414957e+01 1.415666e+01
mu[104] 1.369914e+01 1.370695e+01 1.372291e+01
mu[105] 1.346622e+01 1.347042e+01 1.347895e+01
mu[106] 1.336975e+01 1.337360e+01 1.338137e+01
mu[107] 1.288234e+01 1.288553e+01 1.289146e+01
mu[108] 1.294458e+01 1.294842e+01 1.295528e+01
mu[109] 1.347989e+01 1.348423e+01 1.349216e+01
mu[110] 1.341089e+01 1.341610e+01 1.342671e+01
mu[111] 1.285880e+01 1.286249e+01 1.286923e+01
mu[112] 1.279521e+01 1.279936e+01 1.280762e+01
mu[113] 1.187043e+01 1.187669e+01 1.188978e+01
mu[114] 1.138407e+01 1.138706e+01 1.139242e+01
mu[115] 1.156929e+01 1.157371e+01 1.158195e+01
mu[116] 1.209864e+01 1.210575e+01 1.211888e+01
mu[117] 1.208719e+01 1.209208e+01 1.210205e+01
mu[118] 1.167268e+01 1.167598e+01 1.168218e+01
mu[119] 1.154482e+01 1.154786e+01 1.155393e+01
mu[120] 1.119641e+01 1.119933e+01 1.120473e+01
mu[121] 1.117071e+01 1.117384e+01 1.117963e+01
mu[122] 1.161823e+01 1.162221e+01 1.162976e+01
mu[123] 1.198097e+01 1.198442e+01 1.199042e+01
mu[124] 1.208155e+01 1.208405e+01 1.208937e+01
mu[125] 1.197146e+01 1.197838e+01 1.199195e+01
mu[126] 1.147323e+01 1.147764e+01 1.148606e+01
mu[127] 1.110842e+01 1.111289e+01 1.112172e+01
mu[128] 1.123303e+01 1.123645e+01 1.124243e+01
mu[129] 1.129461e+01 1.129879e+01 1.130720e+01
mu[130] 1.147627e+01 1.147943e+01 1.148545e+01
mu[131] 1.144303e+01 1.144578e+01 1.145131e+01
mu[132] 1.085994e+01 1.086390e+01 1.087106e+01
mu[133] 1.056426e+01 1.056900e+01 1.057682e+01
mu[134] 1.069390e+01 1.069708e+01 1.070245e+01
mu[135] 1.090805e+01 1.091104e+01 1.091592e+01
mu[136] 1.078294e+01 1.078650e+01 1.079245e+01
mu[137] 1.153734e+01 1.154299e+01 1.155287e+01
mu[138] 1.151228e+01 1.151676e+01 1.152475e+01
mu[139] 1.107987e+01 1.108265e+01 1.108774e+01
mu[140] 1.081620e+01 1.081997e+01 1.082656e+01
mu[141] 1.164924e+01 1.165631e+01 1.167010e+01
mu[142] 1.124564e+01 1.125036e+01 1.125900e+01
mu[143] 1.135635e+01 1.135916e+01 1.136464e+01
mu[144] 1.129610e+01 1.129890e+01 1.130418e+01
mu[145] 1.053540e+01 1.054034e+01 1.055010e+01
mu[146] 1.024721e+01 1.025033e+01 1.025571e+01
mu[147] 1.027548e+01 1.027955e+01 1.028695e+01
mu[148] 1.064673e+01 1.065006e+01 1.065591e+01
mu[149] 1.058001e+01 1.058387e+01 1.059056e+01
mu[150] 1.084672e+01 1.084978e+01 1.085495e+01
mu[151] 1.070637e+01 1.071046e+01 1.071857e+01
mu[152] 1.065721e+01 1.066134e+01 1.066886e+01
mu[153] 1.019108e+01 1.019514e+01 1.020261e+01
mu[154] 1.002503e+01 1.002876e+01 1.003512e+01
mu[155] 1.019503e+01 1.019834e+01 1.020365e+01
mu[156] 1.090068e+01 1.090674e+01 1.091857e+01
mu[157] 1.118469e+01 1.119009e+01 1.120106e+01
mu[158] 1.132201e+01 1.132539e+01 1.133160e+01
mu[159] 1.118177e+01 1.118527e+01 1.119225e+01
mu[160] 1.045237e+01 1.045673e+01 1.046471e+01
mu[161] 1.027733e+01 1.028140e+01 1.028808e+01
mu[162] 1.077770e+01 1.078182e+01 1.078939e+01
mu[163] 1.090028e+01 1.090340e+01 1.090891e+01
mu[164] 1.083973e+01 1.084461e+01 1.085388e+01
mu[165] 1.080071e+01 1.080380e+01 1.080913e+01
mu[166] 1.092105e+01 1.092606e+01 1.093462e+01
mu[167] 1.072088e+01 1.072376e+01 1.072882e+01
mu[168] 1.062162e+01 1.062506e+01 1.063141e+01
mu[169] 1.329596e+01 1.331480e+01 1.334892e+01
mu[170] 1.747793e+01 1.753575e+01 1.763453e+01
mu[171] 1.648858e+01 1.649686e+01 1.651353e+01
mu[172] 1.666217e+01 1.667060e+01 1.668748e+01
mu[173] 1.693026e+01 1.693842e+01 1.695595e+01
mu[174] 1.699264e+01 1.699868e+01 1.701108e+01
mu[175] 1.758554e+01 1.759754e+01 1.762094e+01
mu[176] 1.787306e+01 1.788323e+01 1.790164e+01
mu[177] 1.722591e+01 1.723414e+01 1.725140e+01
mu[178] 1.739952e+01 1.740557e+01 1.741780e+01
mu[179] 1.761463e+01 1.762812e+01 1.765288e+01
mu[180] 1.737266e+01 1.738305e+01 1.740331e+01
mu[181] 1.720440e+01 1.721038e+01 1.722269e+01
mu[182] 1.725140e+01 1.725940e+01 1.727387e+01
mu[183] 1.688042e+01 1.688900e+01 1.690477e+01
mu[184] 1.733010e+01 1.734057e+01 1.735815e+01
mu[185] 1.751865e+01 1.752493e+01 1.753770e+01
mu[186] 1.710276e+01 1.710991e+01 1.712292e+01
mu[187] 1.712003e+01 1.712663e+01 1.714060e+01
mu[188] 1.709992e+01 1.710521e+01 1.711588e+01
mu[189] 1.754595e+01 1.755455e+01 1.757261e+01
mu[190] 1.767428e+01 1.768081e+01 1.769433e+01
mu[191] 1.871349e+01 1.873257e+01 1.877268e+01
mu[192] 1.726632e+01 1.730280e+01 1.737429e+01
mu[193] 1.433270e+01 1.434254e+01 1.436135e+01
mu[194] 1.420396e+01 1.421127e+01 1.422635e+01
mu[195] 1.381916e+01 1.382415e+01 1.383386e+01
mu[196] 1.312758e+01 1.313630e+01 1.315394e+01
mu[197] 1.290962e+01 1.291312e+01 1.291968e+01
mu[198] 1.321730e+01 1.322448e+01 1.323967e+01
mu[199] 1.394593e+01 1.395381e+01 1.396880e+01
mu[200] 1.391743e+01 1.392230e+01 1.393220e+01
mu[201] 1.363489e+01 1.363822e+01 1.364478e+01
mu[202] 1.316610e+01 1.316939e+01 1.317596e+01
mu[203] 1.304362e+01 1.304727e+01 1.305411e+01
mu[204] 1.441191e+01 1.442440e+01 1.444448e+01
mu[205] 1.554138e+01 1.554870e+01 1.556046e+01
mu[206] 1.546693e+01 1.547558e+01 1.549227e+01
mu[207] 1.514149e+01 1.514563e+01 1.515383e+01
mu[208] 1.517197e+01 1.517608e+01 1.518412e+01
mu[209] 1.474200e+01 1.474885e+01 1.476319e+01
mu[210] 1.479333e+01 1.479918e+01 1.480956e+01
mu[211] 1.483292e+01 1.483876e+01 1.485039e+01
mu[212] 1.493807e+01 1.494220e+01 1.495020e+01
mu[213] 1.446085e+01 1.446678e+01 1.447851e+01
mu[214] 1.406864e+01 1.407188e+01 1.407838e+01
mu[215] 1.364015e+01 1.364501e+01 1.365495e+01
mu[216] 1.343610e+01 1.345853e+01 1.349862e+01
mu[217] 1.355318e+01 1.355884e+01 1.356920e+01
mu[218] 1.408546e+01 1.409203e+01 1.410268e+01
mu[219] 1.436066e+01 1.436443e+01 1.437150e+01
mu[220] 1.418833e+01 1.419222e+01 1.419936e+01
mu[221] 1.374906e+01 1.375363e+01 1.376325e+01
mu[222] 1.314289e+01 1.314875e+01 1.316015e+01
mu[223] 1.316676e+01 1.317028e+01 1.317751e+01
mu[224] 1.316724e+01 1.317203e+01 1.318138e+01
mu[225] 1.361412e+01 1.362188e+01 1.363542e+01
mu[226] 1.328764e+01 1.329933e+01 1.332321e+01
mu[227] 1.271576e+01 1.272049e+01 1.272934e+01
mu[228] 1.194301e+01 1.194873e+01 1.196050e+01
mu[229] 1.172056e+01 1.172360e+01 1.172944e+01
mu[230] 1.150435e+01 1.150948e+01 1.151935e+01
mu[231] 1.164523e+01 1.164904e+01 1.165530e+01
mu[232] 1.261305e+01 1.262102e+01 1.263693e+01
mu[233] 1.260548e+01 1.260874e+01 1.261510e+01
mu[234] 1.214079e+01 1.214419e+01 1.215003e+01
mu[235] 1.236202e+01 1.236691e+01 1.237690e+01
mu[236] 1.260269e+01 1.260733e+01 1.261641e+01
mu[237] 1.265151e+01 1.265553e+01 1.266329e+01
mu[238] 1.261099e+01 1.261389e+01 1.262017e+01
mu[239] 1.347838e+01 1.348149e+01 1.348727e+01
mu[240] 1.404361e+01 1.404852e+01 1.405723e+01
mu[241] 1.351965e+01 1.352304e+01 1.352984e+01
mu[242] 1.345179e+01 1.345726e+01 1.346844e+01
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mu[1356] 9.753671e+00 9.757228e+00 9.763128e+00
mu[1357] 9.902176e+00 9.906077e+00 9.912895e+00
mu[1358] 9.824701e+00 9.828025e+00 9.833993e+00
mu[1359] 9.373022e+00 9.377471e+00 9.385163e+00
mu[1360] 9.229283e+00 9.233307e+00 9.240540e+00
mu[1361] 8.769043e+00 8.772764e+00 8.779287e+00
mu[1362] 8.681846e+00 8.686492e+00 8.693923e+00
mu[1363] 8.727234e+00 8.731621e+00 8.740250e+00
mu[1364] 8.495544e+00 8.500975e+00 8.510685e+00
mu[1365] 8.540554e+00 8.544740e+00 8.551840e+00
mu[1366] 8.061540e+00 8.065764e+00 8.073938e+00
mu[1367] 8.170347e+00 8.175517e+00 8.184694e+00
mu[1368] 7.888885e+00 7.893131e+00 7.901599e+00
mu[1369] 7.925568e+00 7.929953e+00 7.938317e+00
mu[1370] 7.722342e+00 7.728163e+00 7.739284e+00
mu[1371] 7.542170e+00 7.547363e+00 7.555738e+00
mu[1372] 8.020542e+00 8.025839e+00 8.035009e+00
mu[1373] 8.296681e+00 8.301879e+00 8.310677e+00
mu[1374] 7.994705e+00 7.999877e+00 8.008261e+00
mu[1375] 7.881692e+00 7.886158e+00 7.894130e+00
mu[1376] 7.771121e+00 7.776293e+00 7.784273e+00
mu[1377] 7.670431e+00 7.674772e+00 7.683205e+00
mu[1378] 7.759712e+00 7.764316e+00 7.773632e+00
mu[1379] 7.808729e+00 7.813463e+00 7.822075e+00
mu[1380] 7.479289e+00 7.485053e+00 7.496374e+00
mu[1381] 7.836131e+00 7.841496e+00 7.851337e+00
mu[1382] 8.132381e+00 8.136753e+00 8.144542e+00
mu[1383] 8.015049e+00 8.020967e+00 8.030816e+00
mu[1384] 8.463369e+00 8.467742e+00 8.475832e+00
mu[1385] 8.630058e+00 8.635371e+00 8.645314e+00
mu[1386] 8.433390e+00 8.437434e+00 8.444511e+00
mu[1387] 8.491086e+00 8.495218e+00 8.503635e+00
mu[1388] 8.417321e+00 8.421869e+00 8.429100e+00
mu[1389] 8.294486e+00 8.300117e+00 8.310196e+00
mu[1390] 8.373835e+00 8.378178e+00 8.386461e+00
mu[1391] 8.348600e+00 8.352917e+00 8.361131e+00
mu[1392] 8.251079e+00 8.255332e+00 8.263263e+00
mu[1393] 8.241059e+00 8.246739e+00 8.256597e+00
mu[1394] 8.123141e+00 8.127826e+00 8.136872e+00
mu[1395] 7.850844e+00 7.855636e+00 7.863803e+00
mu[1396] 8.242062e+00 8.247696e+00 8.257592e+00
mu[1397] 8.114020e+00 8.118537e+00 8.127508e+00
mu[1398] 8.780827e+00 8.785065e+00 8.791687e+00
mu[1399] 9.803137e+00 9.810954e+00 9.824380e+00
mu[1400] 9.356029e+00 9.360783e+00 9.369304e+00
mu[1401] 9.563732e+00 9.568376e+00 9.576781e+00
mu[1402] 9.825811e+00 9.830954e+00 9.840088e+00
mu[1403] 1.000012e+01 1.000369e+01 1.000936e+01
mu[1404] 9.883706e+00 9.887680e+00 9.894986e+00
mu[1405] 9.764996e+00 9.769515e+00 9.777996e+00
mu[1406] 9.789032e+00 9.793673e+00 9.802300e+00
mu[1407] 9.657527e+00 9.661239e+00 9.667892e+00
mu[1408] 9.755993e+00 9.761224e+00 9.770423e+00
mu[1409] 1.001972e+01 1.002440e+01 1.003289e+01
mu[1410] 9.963621e+00 9.968106e+00 9.976352e+00
mu[1411] 1.021839e+01 1.022451e+01 1.023542e+01
mu[1412] 1.011297e+01 1.011761e+01 1.012668e+01
mu[1413] 1.021179e+01 1.021500e+01 1.022048e+01
mu[1414] 1.090280e+01 1.091405e+01 1.093646e+01
mu[1415] 1.359383e+01 1.360296e+01 1.362130e+01
mu[1416] 1.328611e+01 1.329045e+01 1.329864e+01
mu[1417] 1.364945e+01 1.365281e+01 1.365903e+01
mu[1418] 1.376377e+01 1.377057e+01 1.378392e+01
mu[1419] 1.399683e+01 1.400630e+01 1.402428e+01
mu[1420] 1.473645e+01 1.474469e+01 1.475926e+01
mu[1421] 1.462752e+01 1.463134e+01 1.463861e+01
mu[1422] 1.450890e+01 1.451457e+01 1.452567e+01
mu[1423] 1.506181e+01 1.506717e+01 1.507819e+01
mu[1424] 1.849253e+01 1.850968e+01 1.854827e+01
mu[1425] 1.794861e+01 1.796583e+01 1.799786e+01
mu[1426] 1.727566e+01 1.728207e+01 1.729592e+01
mu[1427] 1.796235e+01 1.798223e+01 1.802335e+01
mu[1428] 1.803435e+01 1.804932e+01 1.807760e+01
mu[1429] 1.762836e+01 1.763646e+01 1.765279e+01
mu[1430] 1.779349e+01 1.779912e+01 1.781101e+01
mu[1431] 1.854751e+01 1.855747e+01 1.857607e+01
mu[1432] 1.851365e+01 1.852646e+01 1.855513e+01
mu[1433] 1.889794e+01 1.891092e+01 1.893469e+01
mu[1434] 1.840116e+01 1.840727e+01 1.842021e+01
mu[1435] 1.843599e+01 1.844323e+01 1.845847e+01
mu[1436] 1.823238e+01 1.824170e+01 1.825944e+01
mu[1437] 1.826743e+01 1.827364e+01 1.828650e+01
mu[1438] 1.783155e+01 1.784217e+01 1.786347e+01
mu[1439] 1.817699e+01 1.818373e+01 1.819676e+01
mu[1440] 1.776393e+01 1.776980e+01 1.778166e+01
mu[1441] 1.766064e+01 1.766736e+01 1.768138e+01
mu[1442] 1.698291e+01 1.699167e+01 1.700968e+01
mu[1443] 1.686030e+01 1.686653e+01 1.687938e+01
mu[1444] 1.698355e+01 1.699302e+01 1.701205e+01
mu[1445] 1.686988e+01 1.687803e+01 1.689461e+01
mu[1446] 1.585804e+01 1.586498e+01 1.587941e+01
mu[1447] 1.456398e+01 1.457564e+01 1.459688e+01
mu[1448] 1.443308e+01 1.443780e+01 1.444759e+01
mu[1449] 1.433686e+01 1.434043e+01 1.434793e+01
mu[1450] 1.347775e+01 1.348573e+01 1.350180e+01
mu[1451] 1.496754e+01 1.498298e+01 1.500995e+01
mu[1452] 1.471297e+01 1.472171e+01 1.473664e+01
mu[1453] 1.550744e+01 1.551176e+01 1.552018e+01
mu[1454] 1.543058e+01 1.543725e+01 1.545030e+01
mu[1455] 1.553233e+01 1.554290e+01 1.556089e+01
mu[1456] 1.594436e+01 1.595112e+01 1.596466e+01
mu[1457] 1.625075e+01 1.625988e+01 1.627831e+01
mu[1458] 1.580340e+01 1.580864e+01 1.581869e+01
mu[1459] 1.609543e+01 1.610448e+01 1.612236e+01
mu[1460] 1.628693e+01 1.629176e+01 1.630099e+01
y_rep[1] 1.651704e+01 1.660672e+01 1.696182e+01
y_rep[2] 1.686195e+01 1.694686e+01 1.722665e+01
y_rep[3] 1.641620e+01 1.651029e+01 1.682197e+01
y_rep[4] 1.710618e+01 1.719157e+01 1.747196e+01
y_rep[5] 1.715472e+01 1.725118e+01 1.754764e+01
y_rep[6] 1.769271e+01 1.778440e+01 1.802708e+01
y_rep[7] 1.734857e+01 1.743387e+01 1.771603e+01
y_rep[8] 1.763965e+01 1.773482e+01 1.802288e+01
y_rep[9] 1.735452e+01 1.744455e+01 1.778918e+01
y_rep[10] 1.780083e+01 1.789523e+01 1.817635e+01
y_rep[11] 1.800652e+01 1.809497e+01 1.840939e+01
y_rep[12] 1.914636e+01 1.923776e+01 1.955651e+01
y_rep[13] 1.895817e+01 1.905182e+01 1.934450e+01
y_rep[14] 1.842945e+01 1.851489e+01 1.877335e+01
y_rep[15] 1.750836e+01 1.760063e+01 1.788979e+01
y_rep[16] 1.688209e+01 1.697253e+01 1.727338e+01
y_rep[17] 1.720117e+01 1.729006e+01 1.757359e+01
y_rep[18] 1.746729e+01 1.755785e+01 1.781357e+01
y_rep[19] 1.720181e+01 1.729063e+01 1.766650e+01
y_rep[20] 1.648168e+01 1.657506e+01 1.687880e+01
y_rep[21] 1.624954e+01 1.633445e+01 1.663428e+01
y_rep[22] 1.639260e+01 1.648390e+01 1.684244e+01
y_rep[23] 1.635070e+01 1.643520e+01 1.670367e+01
y_rep[24] 1.683966e+01 1.693626e+01 1.724985e+01
y_rep[25] 1.693582e+01 1.702804e+01 1.731129e+01
y_rep[26] 1.618846e+01 1.628218e+01 1.656752e+01
y_rep[27] 1.606861e+01 1.615486e+01 1.644357e+01
y_rep[28] 1.584755e+01 1.594339e+01 1.632346e+01
y_rep[29] 1.543962e+01 1.552799e+01 1.587570e+01
y_rep[30] 1.523428e+01 1.532461e+01 1.565695e+01
y_rep[31] 1.530814e+01 1.540380e+01 1.568773e+01
y_rep[32] 1.467049e+01 1.476131e+01 1.508344e+01
y_rep[33] 1.415133e+01 1.424285e+01 1.457576e+01
y_rep[34] 1.393699e+01 1.402703e+01 1.432591e+01
y_rep[35] 1.323072e+01 1.332340e+01 1.360753e+01
y_rep[36] 1.317500e+01 1.326723e+01 1.353514e+01
y_rep[37] 1.361082e+01 1.369802e+01 1.401948e+01
y_rep[38] 1.481119e+01 1.490526e+01 1.518269e+01
y_rep[39] 1.523390e+01 1.531772e+01 1.559046e+01
y_rep[40] 1.479208e+01 1.488564e+01 1.523622e+01
y_rep[41] 1.468702e+01 1.477915e+01 1.506539e+01
y_rep[42] 1.489353e+01 1.498258e+01 1.525644e+01
y_rep[43] 1.476002e+01 1.485828e+01 1.510600e+01
y_rep[44] 1.523779e+01 1.532518e+01 1.561596e+01
y_rep[45] 1.462908e+01 1.471487e+01 1.501475e+01
y_rep[46] 1.376896e+01 1.385578e+01 1.416082e+01
y_rep[47] 1.361421e+01 1.369883e+01 1.402624e+01
y_rep[48] 1.380837e+01 1.390244e+01 1.416716e+01
y_rep[49] 1.449007e+01 1.458891e+01 1.485586e+01
y_rep[50] 1.493698e+01 1.502649e+01 1.530019e+01
y_rep[51] 1.501293e+01 1.510519e+01 1.537545e+01
y_rep[52] 1.440558e+01 1.449331e+01 1.475052e+01
y_rep[53] 1.424022e+01 1.433286e+01 1.464127e+01
y_rep[54] 1.432653e+01 1.442205e+01 1.468640e+01
y_rep[55] 1.423994e+01 1.432386e+01 1.459503e+01
y_rep[56] 1.432574e+01 1.441537e+01 1.467053e+01
y_rep[57] 1.450524e+01 1.459864e+01 1.487865e+01
y_rep[58] 1.471758e+01 1.480708e+01 1.511253e+01
y_rep[59] 1.412303e+01 1.420643e+01 1.451949e+01
y_rep[60] 1.394579e+01 1.403318e+01 1.433490e+01
y_rep[61] 1.308407e+01 1.317486e+01 1.343885e+01
y_rep[62] 1.303689e+01 1.312339e+01 1.345320e+01
y_rep[63] 1.417462e+01 1.425445e+01 1.457136e+01
y_rep[64] 1.398510e+01 1.407670e+01 1.442092e+01
y_rep[65] 1.357828e+01 1.366545e+01 1.395858e+01
y_rep[66] 1.328216e+01 1.337397e+01 1.367290e+01
y_rep[67] 1.338683e+01 1.347758e+01 1.381271e+01
y_rep[68] 1.355680e+01 1.364656e+01 1.395706e+01
y_rep[69] 1.388082e+01 1.397333e+01 1.431233e+01
y_rep[70] 1.401699e+01 1.411081e+01 1.440314e+01
y_rep[71] 1.381916e+01 1.390627e+01 1.421683e+01
y_rep[72] 1.289440e+01 1.298330e+01 1.325391e+01
y_rep[73] 1.234871e+01 1.243481e+01 1.277364e+01
y_rep[74] 1.226523e+01 1.235254e+01 1.264918e+01
y_rep[75] 1.219435e+01 1.228737e+01 1.257013e+01
y_rep[76] 1.293874e+01 1.303302e+01 1.337129e+01
y_rep[77] 1.296472e+01 1.305528e+01 1.336448e+01
y_rep[78] 1.286263e+01 1.295033e+01 1.328470e+01
y_rep[79] 1.240544e+01 1.249577e+01 1.279938e+01
y_rep[80] 1.238560e+01 1.247635e+01 1.271840e+01
y_rep[81] 1.233667e+01 1.242756e+01 1.274237e+01
y_rep[82] 1.249451e+01 1.259160e+01 1.287995e+01
y_rep[83] 1.269288e+01 1.278616e+01 1.309919e+01
y_rep[84] 1.295009e+01 1.304192e+01 1.332346e+01
y_rep[85] 1.262153e+01 1.271470e+01 1.305220e+01
y_rep[86] 1.209560e+01 1.218741e+01 1.244533e+01
y_rep[87] 1.283600e+01 1.292930e+01 1.320602e+01
y_rep[88] 1.312430e+01 1.321050e+01 1.347345e+01
y_rep[89] 1.307207e+01 1.316043e+01 1.348108e+01
y_rep[90] 1.379778e+01 1.388373e+01 1.417770e+01
y_rep[91] 1.380937e+01 1.390069e+01 1.418343e+01
y_rep[92] 1.346430e+01 1.355879e+01 1.390008e+01
y_rep[93] 1.315135e+01 1.323676e+01 1.353380e+01
y_rep[94] 1.338251e+01 1.347486e+01 1.377846e+01
y_rep[95] 1.338435e+01 1.347086e+01 1.378401e+01
y_rep[96] 1.359256e+01 1.368135e+01 1.400209e+01
y_rep[97] 1.374457e+01 1.384028e+01 1.413223e+01
y_rep[98] 1.349431e+01 1.358941e+01 1.385200e+01
y_rep[99] 1.302569e+01 1.311722e+01 1.342033e+01
y_rep[100] 1.279969e+01 1.289186e+01 1.319734e+01
y_rep[101] 1.277905e+01 1.287256e+01 1.324119e+01
y_rep[102] 1.319402e+01 1.328479e+01 1.356020e+01
y_rep[103] 1.414993e+01 1.424259e+01 1.456027e+01
y_rep[104] 1.370377e+01 1.379915e+01 1.408521e+01
y_rep[105] 1.346990e+01 1.355726e+01 1.391293e+01
y_rep[106] 1.336679e+01 1.346136e+01 1.378947e+01
y_rep[107] 1.288717e+01 1.297890e+01 1.323939e+01
y_rep[108] 1.293948e+01 1.303158e+01 1.330304e+01
y_rep[109] 1.347858e+01 1.357122e+01 1.387177e+01
y_rep[110] 1.341066e+01 1.349963e+01 1.380141e+01
y_rep[111] 1.285642e+01 1.294325e+01 1.323792e+01
y_rep[112] 1.279685e+01 1.288043e+01 1.323777e+01
y_rep[113] 1.186552e+01 1.195480e+01 1.219312e+01
y_rep[114] 1.137615e+01 1.146523e+01 1.177537e+01
y_rep[115] 1.157321e+01 1.166740e+01 1.198779e+01
y_rep[116] 1.210238e+01 1.219793e+01 1.248462e+01
y_rep[117] 1.208190e+01 1.216618e+01 1.253067e+01
y_rep[118] 1.167580e+01 1.176178e+01 1.206548e+01
y_rep[119] 1.154596e+01 1.164274e+01 1.198468e+01
y_rep[120] 1.119974e+01 1.128239e+01 1.160073e+01
y_rep[121] 1.117254e+01 1.126385e+01 1.157408e+01
y_rep[122] 1.161752e+01 1.170732e+01 1.206052e+01
y_rep[123] 1.198846e+01 1.207413e+01 1.239029e+01
y_rep[124] 1.207395e+01 1.217290e+01 1.251389e+01
y_rep[125] 1.197070e+01 1.207248e+01 1.241288e+01
y_rep[126] 1.147718e+01 1.156837e+01 1.184577e+01
y_rep[127] 1.110661e+01 1.119470e+01 1.148527e+01
y_rep[128] 1.124008e+01 1.133066e+01 1.165520e+01
y_rep[129] 1.129937e+01 1.138639e+01 1.164479e+01
y_rep[130] 1.147429e+01 1.157495e+01 1.186772e+01
y_rep[131] 1.144313e+01 1.153177e+01 1.186529e+01
y_rep[132] 1.086980e+01 1.096209e+01 1.129123e+01
y_rep[133] 1.056430e+01 1.065503e+01 1.098462e+01
y_rep[134] 1.070359e+01 1.079169e+01 1.107063e+01
y_rep[135] 1.090346e+01 1.099834e+01 1.128383e+01
y_rep[136] 1.078176e+01 1.087470e+01 1.117074e+01
y_rep[137] 1.153758e+01 1.163076e+01 1.191853e+01
y_rep[138] 1.150647e+01 1.159837e+01 1.190920e+01
y_rep[139] 1.107962e+01 1.117209e+01 1.146059e+01
y_rep[140] 1.081376e+01 1.090185e+01 1.119489e+01
y_rep[141] 1.164496e+01 1.173490e+01 1.201151e+01
y_rep[142] 1.124417e+01 1.134006e+01 1.161322e+01
y_rep[143] 1.135952e+01 1.145416e+01 1.178996e+01
y_rep[144] 1.129547e+01 1.138968e+01 1.169049e+01
y_rep[145] 1.054139e+01 1.063048e+01 1.089730e+01
y_rep[146] 1.024303e+01 1.033397e+01 1.067412e+01
y_rep[147] 1.027378e+01 1.037053e+01 1.066891e+01
y_rep[148] 1.064917e+01 1.073753e+01 1.101221e+01
y_rep[149] 1.057820e+01 1.066457e+01 1.090881e+01
y_rep[150] 1.084690e+01 1.094081e+01 1.123031e+01
y_rep[151] 1.071015e+01 1.080050e+01 1.111854e+01
y_rep[152] 1.064999e+01 1.074756e+01 1.102337e+01
y_rep[153] 1.019410e+01 1.028667e+01 1.057113e+01
y_rep[154] 1.002852e+01 1.011572e+01 1.044572e+01
y_rep[155] 1.020079e+01 1.028752e+01 1.062847e+01
y_rep[156] 1.089864e+01 1.098814e+01 1.130811e+01
y_rep[157] 1.119032e+01 1.127330e+01 1.159636e+01
y_rep[158] 1.132206e+01 1.141662e+01 1.173046e+01
y_rep[159] 1.117852e+01 1.127202e+01 1.155908e+01
y_rep[160] 1.044763e+01 1.053613e+01 1.083883e+01
y_rep[161] 1.027892e+01 1.036615e+01 1.067125e+01
y_rep[162] 1.077491e+01 1.086622e+01 1.117324e+01
y_rep[163] 1.090951e+01 1.099606e+01 1.132141e+01
y_rep[164] 1.084756e+01 1.092887e+01 1.126485e+01
y_rep[165] 1.080499e+01 1.089208e+01 1.117799e+01
y_rep[166] 1.091822e+01 1.100982e+01 1.133887e+01
y_rep[167] 1.071780e+01 1.080021e+01 1.110025e+01
y_rep[168] 1.061791e+01 1.070025e+01 1.098287e+01
y_rep[169] 1.329494e+01 1.338789e+01 1.372106e+01
y_rep[170] 1.747986e+01 1.759061e+01 1.793420e+01
y_rep[171] 1.648908e+01 1.657507e+01 1.688858e+01
y_rep[172] 1.665969e+01 1.674518e+01 1.702162e+01
y_rep[173] 1.692597e+01 1.701953e+01 1.732921e+01
y_rep[174] 1.699507e+01 1.708708e+01 1.739322e+01
y_rep[175] 1.757985e+01 1.767236e+01 1.799068e+01
y_rep[176] 1.786477e+01 1.795434e+01 1.823800e+01
y_rep[177] 1.723142e+01 1.731818e+01 1.760727e+01
y_rep[178] 1.739934e+01 1.748405e+01 1.780047e+01
y_rep[179] 1.761095e+01 1.769783e+01 1.800584e+01
y_rep[180] 1.736849e+01 1.745938e+01 1.771923e+01
y_rep[181] 1.720675e+01 1.728905e+01 1.756465e+01
y_rep[182] 1.724797e+01 1.734306e+01 1.775328e+01
y_rep[183] 1.687762e+01 1.697018e+01 1.726369e+01
y_rep[184] 1.733199e+01 1.742503e+01 1.773451e+01
y_rep[185] 1.751485e+01 1.761527e+01 1.793683e+01
y_rep[186] 1.710840e+01 1.718700e+01 1.750663e+01
y_rep[187] 1.712822e+01 1.721684e+01 1.750603e+01
y_rep[188] 1.709544e+01 1.719334e+01 1.750965e+01
y_rep[189] 1.755021e+01 1.763903e+01 1.791378e+01
y_rep[190] 1.767638e+01 1.776487e+01 1.804236e+01
y_rep[191] 1.871363e+01 1.880678e+01 1.908417e+01
y_rep[192] 1.726599e+01 1.736645e+01 1.766732e+01
y_rep[193] 1.433728e+01 1.442487e+01 1.472363e+01
y_rep[194] 1.420861e+01 1.429471e+01 1.458990e+01
y_rep[195] 1.382136e+01 1.391973e+01 1.419523e+01
y_rep[196] 1.312882e+01 1.321835e+01 1.354014e+01
y_rep[197] 1.291332e+01 1.300101e+01 1.329202e+01
y_rep[198] 1.322116e+01 1.331078e+01 1.362787e+01
y_rep[199] 1.394093e+01 1.402882e+01 1.441365e+01
y_rep[200] 1.392280e+01 1.401686e+01 1.435223e+01
y_rep[201] 1.362948e+01 1.372072e+01 1.403993e+01
y_rep[202] 1.317100e+01 1.327096e+01 1.362835e+01
y_rep[203] 1.304037e+01 1.313655e+01 1.343568e+01
y_rep[204] 1.440999e+01 1.450415e+01 1.484298e+01
y_rep[205] 1.553367e+01 1.562727e+01 1.598055e+01
y_rep[206] 1.547875e+01 1.556251e+01 1.584186e+01
y_rep[207] 1.514341e+01 1.522967e+01 1.555296e+01
y_rep[208] 1.516714e+01 1.525720e+01 1.556971e+01
y_rep[209] 1.474420e+01 1.483480e+01 1.512377e+01
y_rep[210] 1.479560e+01 1.487981e+01 1.516788e+01
y_rep[211] 1.484070e+01 1.493103e+01 1.519103e+01
y_rep[212] 1.494297e+01 1.502683e+01 1.535998e+01
y_rep[213] 1.446770e+01 1.455254e+01 1.489863e+01
y_rep[214] 1.407353e+01 1.416776e+01 1.447380e+01
y_rep[215] 1.363865e+01 1.372298e+01 1.400186e+01
y_rep[216] 1.343629e+01 1.352996e+01 1.387724e+01
y_rep[217] 1.355021e+01 1.364915e+01 1.396599e+01
y_rep[218] 1.408448e+01 1.416453e+01 1.447244e+01
y_rep[219] 1.436125e+01 1.444840e+01 1.472749e+01
y_rep[220] 1.419126e+01 1.427783e+01 1.456374e+01
y_rep[221] 1.374982e+01 1.383779e+01 1.417603e+01
y_rep[222] 1.314717e+01 1.323824e+01 1.353460e+01
y_rep[223] 1.316070e+01 1.324898e+01 1.352766e+01
y_rep[224] 1.317083e+01 1.325799e+01 1.355192e+01
y_rep[225] 1.361832e+01 1.370578e+01 1.398790e+01
y_rep[226] 1.328442e+01 1.337061e+01 1.361786e+01
y_rep[227] 1.271256e+01 1.280435e+01 1.307520e+01
y_rep[228] 1.194328e+01 1.203711e+01 1.234931e+01
y_rep[229] 1.171863e+01 1.180987e+01 1.211226e+01
y_rep[230] 1.150348e+01 1.159250e+01 1.186745e+01
y_rep[231] 1.164697e+01 1.173962e+01 1.206837e+01
y_rep[232] 1.261257e+01 1.270350e+01 1.298603e+01
y_rep[233] 1.260723e+01 1.269526e+01 1.298177e+01
y_rep[234] 1.213480e+01 1.222750e+01 1.249799e+01
y_rep[235] 1.236403e+01 1.245726e+01 1.274524e+01
y_rep[236] 1.260196e+01 1.269260e+01 1.300778e+01
y_rep[237] 1.265252e+01 1.274574e+01 1.305779e+01
y_rep[238] 1.261585e+01 1.270689e+01 1.302059e+01
y_rep[239] 1.348314e+01 1.357559e+01 1.386987e+01
y_rep[240] 1.403940e+01 1.414036e+01 1.445986e+01
y_rep[241] 1.351538e+01 1.361579e+01 1.388635e+01
y_rep[242] 1.344967e+01 1.354032e+01 1.387047e+01
y_rep[243] 1.352021e+01 1.361813e+01 1.389044e+01
y_rep[244] 1.355081e+01 1.364496e+01 1.399813e+01
y_rep[245] 1.385543e+01 1.394762e+01 1.424582e+01
y_rep[246] 1.445214e+01 1.453975e+01 1.485739e+01
y_rep[247] 1.406027e+01 1.414658e+01 1.440796e+01
y_rep[248] 1.368609e+01 1.377922e+01 1.407264e+01
y_rep[249] 1.383035e+01 1.392199e+01 1.424172e+01
y_rep[250] 1.353326e+01 1.362273e+01 1.395206e+01
y_rep[251] 1.415785e+01 1.424567e+01 1.452867e+01
y_rep[252] 1.453929e+01 1.462767e+01 1.492501e+01
y_rep[253] 1.455771e+01 1.464518e+01 1.494424e+01
y_rep[254] 1.414397e+01 1.423636e+01 1.456977e+01
y_rep[255] 1.373966e+01 1.383406e+01 1.421123e+01
y_rep[256] 1.370003e+01 1.379667e+01 1.408895e+01
y_rep[257] 1.393763e+01 1.402553e+01 1.433123e+01
y_rep[258] 1.392842e+01 1.402340e+01 1.431975e+01
y_rep[259] 1.362874e+01 1.371396e+01 1.399259e+01
y_rep[260] 1.359547e+01 1.368887e+01 1.399804e+01
y_rep[261] 1.350942e+01 1.359841e+01 1.392645e+01
y_rep[262] 1.240981e+01 1.251166e+01 1.283126e+01
y_rep[263] 1.212756e+01 1.222214e+01 1.251728e+01
y_rep[264] 1.236952e+01 1.245139e+01 1.276206e+01
y_rep[265] 1.245256e+01 1.255161e+01 1.286619e+01
y_rep[266] 1.343720e+01 1.352615e+01 1.384142e+01
y_rep[267] 1.316996e+01 1.326011e+01 1.358471e+01
y_rep[268] 1.270948e+01 1.280103e+01 1.312106e+01
y_rep[269] 1.257498e+01 1.266399e+01 1.299240e+01
y_rep[270] 1.303438e+01 1.312805e+01 1.347074e+01
y_rep[271] 1.353614e+01 1.362953e+01 1.396026e+01
y_rep[272] 1.376181e+01 1.385267e+01 1.418004e+01
y_rep[273] 1.356531e+01 1.365793e+01 1.390831e+01
y_rep[274] 1.347845e+01 1.356849e+01 1.388111e+01
y_rep[275] 1.282431e+01 1.291175e+01 1.321258e+01
y_rep[276] 1.265993e+01 1.274834e+01 1.300981e+01
y_rep[277] 1.271172e+01 1.280008e+01 1.307240e+01
y_rep[278] 1.286483e+01 1.295610e+01 1.330730e+01
y_rep[279] 1.284798e+01 1.294066e+01 1.323581e+01
y_rep[280] 1.291264e+01 1.300703e+01 1.331643e+01
y_rep[281] 1.280049e+01 1.289436e+01 1.317200e+01
y_rep[282] 1.262139e+01 1.271299e+01 1.304829e+01
y_rep[283] 1.324740e+01 1.333942e+01 1.373357e+01
y_rep[284] 1.307376e+01 1.316697e+01 1.349902e+01
y_rep[285] 1.358064e+01 1.367414e+01 1.395016e+01
y_rep[286] 1.368005e+01 1.376756e+01 1.403445e+01
y_rep[287] 1.348385e+01 1.357136e+01 1.384597e+01
y_rep[288] 1.320505e+01 1.329667e+01 1.360193e+01
y_rep[289] 1.281949e+01 1.290908e+01 1.322236e+01
y_rep[290] 1.272932e+01 1.282077e+01 1.310839e+01
y_rep[291] 1.288704e+01 1.298474e+01 1.329560e+01
y_rep[292] 1.305425e+01 1.315237e+01 1.349792e+01
y_rep[293] 1.280953e+01 1.290047e+01 1.320392e+01
y_rep[294] 1.262746e+01 1.272194e+01 1.301674e+01
y_rep[295] 1.294785e+01 1.303427e+01 1.334905e+01
y_rep[296] 1.347486e+01 1.356477e+01 1.390263e+01
y_rep[297] 1.316771e+01 1.325757e+01 1.353956e+01
y_rep[298] 1.452528e+01 1.461314e+01 1.488664e+01
y_rep[299] 1.464520e+01 1.473365e+01 1.504751e+01
y_rep[300] 1.492502e+01 1.501352e+01 1.530266e+01
y_rep[301] 1.488399e+01 1.498134e+01 1.535308e+01
y_rep[302] 1.488517e+01 1.497796e+01 1.529701e+01
y_rep[303] 1.478053e+01 1.486386e+01 1.515816e+01
y_rep[304] 1.488485e+01 1.498090e+01 1.529904e+01
y_rep[305] 1.485521e+01 1.494867e+01 1.524015e+01
y_rep[306] 1.462180e+01 1.470347e+01 1.499234e+01
y_rep[307] 1.462989e+01 1.472230e+01 1.502392e+01
y_rep[308] 1.462116e+01 1.470981e+01 1.501513e+01
y_rep[309] 1.555744e+01 1.563941e+01 1.595852e+01
y_rep[310] 1.601223e+01 1.610523e+01 1.637506e+01
y_rep[311] 1.576472e+01 1.585429e+01 1.617135e+01
y_rep[312] 1.570456e+01 1.578963e+01 1.607303e+01
y_rep[313] 1.587174e+01 1.595164e+01 1.622434e+01
y_rep[314] 1.568673e+01 1.577744e+01 1.604147e+01
y_rep[315] 1.535363e+01 1.544615e+01 1.573685e+01
y_rep[316] 1.522257e+01 1.531161e+01 1.564078e+01
y_rep[317] 1.489647e+01 1.498364e+01 1.528695e+01
y_rep[318] 1.470570e+01 1.480908e+01 1.512208e+01
y_rep[319] 1.480740e+01 1.489537e+01 1.522813e+01
y_rep[320] 1.407089e+01 1.415810e+01 1.444439e+01
y_rep[321] 1.313364e+01 1.323279e+01 1.352897e+01
y_rep[322] 1.308391e+01 1.317544e+01 1.345610e+01
y_rep[323] 1.258280e+01 1.268171e+01 1.301377e+01
y_rep[324] 1.282339e+01 1.291008e+01 1.318595e+01
y_rep[325] 1.313079e+01 1.321403e+01 1.352842e+01
y_rep[326] 1.324912e+01 1.334607e+01 1.363678e+01
y_rep[327] 1.357364e+01 1.366356e+01 1.395783e+01
y_rep[328] 1.349324e+01 1.358505e+01 1.384582e+01
y_rep[329] 1.351549e+01 1.360983e+01 1.386251e+01
y_rep[330] 1.355096e+01 1.365024e+01 1.396098e+01
y_rep[331] 1.358049e+01 1.367572e+01 1.401375e+01
y_rep[332] 1.289757e+01 1.298957e+01 1.328675e+01
y_rep[333] 1.347743e+01 1.356952e+01 1.384592e+01
y_rep[334] 1.360461e+01 1.370413e+01 1.399746e+01
y_rep[335] 1.340067e+01 1.349171e+01 1.383097e+01
y_rep[336] 1.320807e+01 1.329132e+01 1.359066e+01
y_rep[337] 1.317864e+01 1.327167e+01 1.353466e+01
y_rep[338] 1.369673e+01 1.378680e+01 1.410199e+01
y_rep[339] 1.386931e+01 1.396107e+01 1.423024e+01
y_rep[340] 1.415737e+01 1.424562e+01 1.455259e+01
y_rep[341] 1.382000e+01 1.391163e+01 1.416333e+01
y_rep[342] 1.395104e+01 1.404227e+01 1.436370e+01
y_rep[343] 1.422322e+01 1.430864e+01 1.459422e+01
y_rep[344] 1.403579e+01 1.412028e+01 1.440671e+01
y_rep[345] 1.426224e+01 1.435887e+01 1.468910e+01
y_rep[346] 1.452585e+01 1.460871e+01 1.491321e+01
y_rep[347] 1.406521e+01 1.416258e+01 1.441301e+01
y_rep[348] 1.398791e+01 1.407807e+01 1.439616e+01
y_rep[349] 1.381998e+01 1.391091e+01 1.419673e+01
y_rep[350] 1.388511e+01 1.398122e+01 1.429602e+01
y_rep[351] 1.398792e+01 1.406658e+01 1.436710e+01
y_rep[352] 1.444599e+01 1.453241e+01 1.482607e+01
y_rep[353] 1.448282e+01 1.457066e+01 1.485980e+01
y_rep[354] 1.531812e+01 1.541857e+01 1.572701e+01
y_rep[355] 1.534791e+01 1.544082e+01 1.571932e+01
y_rep[356] 1.540027e+01 1.549399e+01 1.577872e+01
y_rep[357] 1.734190e+01 1.743868e+01 1.771707e+01
y_rep[358] 1.906896e+01 1.915752e+01 1.946954e+01
y_rep[359] 1.820481e+01 1.829564e+01 1.856667e+01
y_rep[360] 1.903743e+01 1.912167e+01 1.943871e+01
y_rep[361] 1.895881e+01 1.905567e+01 1.931338e+01
y_rep[362] 1.909121e+01 1.918461e+01 1.953040e+01
y_rep[363] 2.007619e+01 2.017112e+01 2.048840e+01
y_rep[364] 2.047799e+01 2.056289e+01 2.082410e+01
y_rep[365] 2.006866e+01 2.016779e+01 2.045046e+01
y_rep[366] 2.030712e+01 2.039935e+01 2.069758e+01
y_rep[367] 2.104535e+01 2.113489e+01 2.141661e+01
y_rep[368] 2.094057e+01 2.103119e+01 2.131130e+01
y_rep[369] 2.142742e+01 2.151914e+01 2.183801e+01
y_rep[370] 2.180473e+01 2.190335e+01 2.220174e+01
y_rep[371] 2.136176e+01 2.145658e+01 2.175296e+01
y_rep[372] 2.196110e+01 2.204915e+01 2.235063e+01
y_rep[373] 2.218346e+01 2.227831e+01 2.255024e+01
y_rep[374] 2.192561e+01 2.200922e+01 2.230192e+01
y_rep[375] 2.195612e+01 2.204338e+01 2.234197e+01
y_rep[376] 2.206403e+01 2.215205e+01 2.243106e+01
y_rep[377] 2.195121e+01 2.203772e+01 2.231643e+01
y_rep[378] 2.189366e+01 2.198283e+01 2.230386e+01
y_rep[379] 2.157795e+01 2.167064e+01 2.197662e+01
y_rep[380] 1.954457e+01 1.964647e+01 1.995639e+01
y_rep[381] 1.996154e+01 2.005595e+01 2.036545e+01
y_rep[382] 2.066618e+01 2.076002e+01 2.103851e+01
y_rep[383] 2.031064e+01 2.040205e+01 2.071092e+01
y_rep[384] 1.999810e+01 2.009389e+01 2.038682e+01
y_rep[385] 1.979623e+01 1.988411e+01 2.017299e+01
y_rep[386] 1.936057e+01 1.944856e+01 1.980074e+01
y_rep[387] 1.984512e+01 1.994121e+01 2.026223e+01
y_rep[388] 2.033897e+01 2.043342e+01 2.069063e+01
y_rep[389] 2.002873e+01 2.011795e+01 2.041738e+01
y_rep[390] 1.946537e+01 1.955494e+01 1.986351e+01
y_rep[391] 1.929292e+01 1.938295e+01 1.969283e+01
y_rep[392] 1.859933e+01 1.868327e+01 1.897014e+01
y_rep[393] 1.892711e+01 1.901783e+01 1.928494e+01
y_rep[394] 1.894831e+01 1.903194e+01 1.934595e+01
y_rep[395] 1.858500e+01 1.867746e+01 1.890810e+01
y_rep[396] 1.810261e+01 1.819485e+01 1.850141e+01
y_rep[397] 1.802667e+01 1.811185e+01 1.835270e+01
y_rep[398] 1.803003e+01 1.812798e+01 1.844483e+01
y_rep[399] 1.789948e+01 1.799535e+01 1.832257e+01
y_rep[400] 1.750357e+01 1.759930e+01 1.790882e+01
y_rep[401] 1.769315e+01 1.779297e+01 1.805592e+01
y_rep[402] 1.757078e+01 1.767046e+01 1.799551e+01
y_rep[403] 1.727260e+01 1.736919e+01 1.767640e+01
y_rep[404] 1.674915e+01 1.684204e+01 1.718181e+01
y_rep[405] 1.595706e+01 1.605953e+01 1.639110e+01
y_rep[406] 1.608575e+01 1.618195e+01 1.650513e+01
y_rep[407] 1.639486e+01 1.647856e+01 1.681814e+01
y_rep[408] 1.620960e+01 1.630932e+01 1.665214e+01
y_rep[409] 1.595308e+01 1.604308e+01 1.636106e+01
y_rep[410] 1.537805e+01 1.546732e+01 1.572625e+01
y_rep[411] 1.514902e+01 1.523198e+01 1.553403e+01
y_rep[412] 1.532623e+01 1.541304e+01 1.571223e+01
y_rep[413] 1.531855e+01 1.540956e+01 1.568498e+01
y_rep[414] 1.503420e+01 1.512369e+01 1.541728e+01
y_rep[415] 1.496777e+01 1.505731e+01 1.536262e+01
y_rep[416] 1.512131e+01 1.521617e+01 1.553457e+01
y_rep[417] 1.482978e+01 1.491522e+01 1.522080e+01
y_rep[418] 1.506750e+01 1.516293e+01 1.550744e+01
y_rep[419] 1.607239e+01 1.616317e+01 1.645888e+01
y_rep[420] 1.586312e+01 1.595476e+01 1.629657e+01
y_rep[421] 1.565462e+01 1.573889e+01 1.601306e+01
y_rep[422] 1.528261e+01 1.537416e+01 1.565926e+01
y_rep[423] 1.492140e+01 1.501011e+01 1.530628e+01
y_rep[424] 1.543668e+01 1.552844e+01 1.585192e+01
y_rep[425] 1.589616e+01 1.599111e+01 1.626083e+01
y_rep[426] 1.589243e+01 1.598057e+01 1.626119e+01
y_rep[427] 1.590662e+01 1.599333e+01 1.628611e+01
y_rep[428] 1.601588e+01 1.610470e+01 1.637619e+01
y_rep[429] 1.572465e+01 1.581798e+01 1.616354e+01
y_rep[430] 1.578951e+01 1.588297e+01 1.621929e+01
y_rep[431] 1.613330e+01 1.623165e+01 1.649994e+01
y_rep[432] 1.592580e+01 1.601390e+01 1.631332e+01
y_rep[433] 1.617544e+01 1.627250e+01 1.657233e+01
y_rep[434] 1.646905e+01 1.655099e+01 1.686980e+01
y_rep[435] 1.618556e+01 1.627903e+01 1.656101e+01
y_rep[436] 1.590352e+01 1.598830e+01 1.625084e+01
y_rep[437] 1.631112e+01 1.640616e+01 1.673404e+01
y_rep[438] 1.590994e+01 1.599856e+01 1.631930e+01
y_rep[439] 1.571836e+01 1.580643e+01 1.608885e+01
y_rep[440] 1.577132e+01 1.585328e+01 1.615287e+01
y_rep[441] 1.563679e+01 1.572766e+01 1.603286e+01
y_rep[442] 1.529297e+01 1.538871e+01 1.576135e+01
y_rep[443] 1.549952e+01 1.558454e+01 1.588881e+01
y_rep[444] 1.517347e+01 1.527132e+01 1.558869e+01
y_rep[445] 1.512353e+01 1.521147e+01 1.551583e+01
y_rep[446] 1.573605e+01 1.581937e+01 1.615355e+01
y_rep[447] 1.567850e+01 1.577262e+01 1.611791e+01
y_rep[448] 1.470820e+01 1.479722e+01 1.509233e+01
y_rep[449] 1.486980e+01 1.496183e+01 1.528891e+01
y_rep[450] 1.467216e+01 1.475804e+01 1.506376e+01
y_rep[451] 1.443734e+01 1.452927e+01 1.483672e+01
y_rep[452] 1.435101e+01 1.444320e+01 1.475467e+01
y_rep[453] 1.399372e+01 1.409098e+01 1.440793e+01
y_rep[454] 1.363184e+01 1.372765e+01 1.402966e+01
y_rep[455] 1.482889e+01 1.491401e+01 1.523938e+01
y_rep[456] 1.489007e+01 1.498019e+01 1.529522e+01
y_rep[457] 1.472348e+01 1.481243e+01 1.509221e+01
y_rep[458] 1.486709e+01 1.495294e+01 1.523789e+01
y_rep[459] 1.495064e+01 1.503409e+01 1.534550e+01
y_rep[460] 1.444679e+01 1.454075e+01 1.484656e+01
y_rep[461] 1.480419e+01 1.489335e+01 1.517937e+01
y_rep[462] 1.456111e+01 1.466448e+01 1.497828e+01
y_rep[463] 1.413866e+01 1.423224e+01 1.452680e+01
y_rep[464] 1.412401e+01 1.421453e+01 1.448914e+01
y_rep[465] 1.383678e+01 1.391918e+01 1.426314e+01
y_rep[466] 1.384449e+01 1.392880e+01 1.425721e+01
y_rep[467] 1.541560e+01 1.551044e+01 1.579285e+01
y_rep[468] 1.506712e+01 1.515978e+01 1.544422e+01
y_rep[469] 1.523411e+01 1.531699e+01 1.557786e+01
y_rep[470] 1.569527e+01 1.578789e+01 1.610844e+01
y_rep[471] 1.597060e+01 1.606271e+01 1.633953e+01
y_rep[472] 1.562575e+01 1.571415e+01 1.604837e+01
y_rep[473] 1.908561e+01 1.918222e+01 1.950968e+01
y_rep[474] 2.213248e+01 2.222568e+01 2.251238e+01
y_rep[475] 2.178915e+01 2.188241e+01 2.222665e+01
y_rep[476] 2.183095e+01 2.191973e+01 2.223909e+01
y_rep[477] 2.157931e+01 2.166401e+01 2.197747e+01
y_rep[478] 2.060796e+01 2.070588e+01 2.099068e+01
y_rep[479] 2.145496e+01 2.154510e+01 2.191001e+01
y_rep[480] 2.124537e+01 2.133667e+01 2.165495e+01
y_rep[481] 2.108634e+01 2.118060e+01 2.150522e+01
y_rep[482] 2.102344e+01 2.112062e+01 2.140176e+01
y_rep[483] 2.128260e+01 2.137037e+01 2.165259e+01
y_rep[484] 2.132845e+01 2.142148e+01 2.171638e+01
y_rep[485] 2.159924e+01 2.168786e+01 2.201354e+01
y_rep[486] 2.179479e+01 2.188309e+01 2.215657e+01
y_rep[487] 2.141671e+01 2.150816e+01 2.182641e+01
y_rep[488] 2.239263e+01 2.247871e+01 2.281208e+01
y_rep[489] 2.216673e+01 2.225402e+01 2.255778e+01
y_rep[490] 2.144838e+01 2.153574e+01 2.180138e+01
y_rep[491] 2.150523e+01 2.158856e+01 2.189164e+01
y_rep[492] 2.120100e+01 2.129715e+01 2.162650e+01
y_rep[493] 2.076317e+01 2.086158e+01 2.116334e+01
y_rep[494] 2.113355e+01 2.121660e+01 2.146927e+01
y_rep[495] 2.098026e+01 2.106605e+01 2.137146e+01
y_rep[496] 1.906859e+01 1.916729e+01 1.945806e+01
y_rep[497] 1.585131e+01 1.594760e+01 1.620984e+01
y_rep[498] 1.644427e+01 1.653689e+01 1.683463e+01
y_rep[499] 1.664645e+01 1.674057e+01 1.704220e+01
y_rep[500] 1.569668e+01 1.579177e+01 1.609490e+01
y_rep[501] 1.585374e+01 1.594423e+01 1.622729e+01
y_rep[502] 1.544416e+01 1.553544e+01 1.583610e+01
y_rep[503] 1.562967e+01 1.571227e+01 1.602856e+01
y_rep[504] 1.565178e+01 1.574202e+01 1.603294e+01
y_rep[505] 1.526415e+01 1.535627e+01 1.567596e+01
y_rep[506] 1.494926e+01 1.503425e+01 1.530689e+01
y_rep[507] 1.477946e+01 1.486355e+01 1.515724e+01
y_rep[508] 1.420825e+01 1.429438e+01 1.456945e+01
y_rep[509] 1.448697e+01 1.457894e+01 1.485733e+01
y_rep[510] 1.413549e+01 1.423219e+01 1.454597e+01
y_rep[511] 1.357107e+01 1.366394e+01 1.400834e+01
y_rep[512] 1.370226e+01 1.379001e+01 1.409725e+01
y_rep[513] 1.326813e+01 1.336108e+01 1.365642e+01
y_rep[514] 1.284403e+01 1.293263e+01 1.324072e+01
y_rep[515] 1.288403e+01 1.297828e+01 1.330832e+01
y_rep[516] 1.319485e+01 1.328233e+01 1.354623e+01
y_rep[517] 1.281171e+01 1.290224e+01 1.323487e+01
y_rep[518] 1.302367e+01 1.311979e+01 1.341326e+01
y_rep[519] 1.297953e+01 1.307472e+01 1.337793e+01
y_rep[520] 1.237648e+01 1.246356e+01 1.275153e+01
y_rep[521] 1.270528e+01 1.278918e+01 1.308840e+01
y_rep[522] 1.256139e+01 1.265824e+01 1.299972e+01
y_rep[523] 1.234903e+01 1.243862e+01 1.276725e+01
y_rep[524] 1.218892e+01 1.228717e+01 1.261466e+01
y_rep[525] 1.229439e+01 1.238613e+01 1.268429e+01
y_rep[526] 1.179540e+01 1.187480e+01 1.218733e+01
y_rep[527] 1.172665e+01 1.180926e+01 1.210794e+01
y_rep[528] 1.224168e+01 1.233460e+01 1.265506e+01
y_rep[529] 1.199359e+01 1.208076e+01 1.239216e+01
y_rep[530] 1.229721e+01 1.238754e+01 1.267141e+01
y_rep[531] 1.210215e+01 1.219653e+01 1.252755e+01
y_rep[532] 1.145489e+01 1.154903e+01 1.190146e+01
y_rep[533] 1.172463e+01 1.181237e+01 1.207761e+01
y_rep[534] 1.187352e+01 1.196824e+01 1.224911e+01
y_rep[535] 1.167341e+01 1.175511e+01 1.207757e+01
y_rep[536] 1.266021e+01 1.275909e+01 1.304519e+01
y_rep[537] 1.226134e+01 1.235449e+01 1.259074e+01
y_rep[538] 1.182856e+01 1.191759e+01 1.223761e+01
y_rep[539] 1.187336e+01 1.196166e+01 1.225157e+01
y_rep[540] 1.154822e+01 1.163985e+01 1.198692e+01
y_rep[541] 1.149294e+01 1.158750e+01 1.186647e+01
y_rep[542] 1.158822e+01 1.168596e+01 1.197964e+01
y_rep[543] 1.133539e+01 1.143137e+01 1.174267e+01
y_rep[544] 1.114768e+01 1.122734e+01 1.157785e+01
y_rep[545] 1.170447e+01 1.179571e+01 1.209570e+01
y_rep[546] 1.132226e+01 1.141496e+01 1.172774e+01
y_rep[547] 1.136956e+01 1.145714e+01 1.173310e+01
y_rep[548] 1.129280e+01 1.137146e+01 1.166836e+01
y_rep[549] 1.162483e+01 1.171024e+01 1.203550e+01
y_rep[550] 1.154867e+01 1.163592e+01 1.190277e+01
y_rep[551] 1.126249e+01 1.135386e+01 1.163279e+01
y_rep[552] 1.099330e+01 1.108523e+01 1.135540e+01
y_rep[553] 1.085355e+01 1.093719e+01 1.124300e+01
y_rep[554] 1.103953e+01 1.112561e+01 1.141162e+01
y_rep[555] 1.097131e+01 1.106092e+01 1.134154e+01
y_rep[556] 1.043560e+01 1.051844e+01 1.089959e+01
y_rep[557] 1.024385e+01 1.032915e+01 1.061901e+01
y_rep[558] 1.033421e+01 1.042201e+01 1.068109e+01
y_rep[559] 1.006131e+01 1.015019e+01 1.043139e+01
y_rep[560] 1.325680e+01 1.334609e+01 1.369352e+01
y_rep[561] 1.280723e+01 1.289287e+01 1.318884e+01
y_rep[562] 1.264491e+01 1.273878e+01 1.303630e+01
y_rep[563] 1.299178e+01 1.307845e+01 1.335541e+01
y_rep[564] 1.347025e+01 1.355874e+01 1.389063e+01
y_rep[565] 1.296942e+01 1.306127e+01 1.332608e+01
y_rep[566] 1.319400e+01 1.328374e+01 1.363119e+01
y_rep[567] 1.292267e+01 1.301599e+01 1.334969e+01
y_rep[568] 1.252100e+01 1.261350e+01 1.291323e+01
y_rep[569] 1.285539e+01 1.294564e+01 1.322623e+01
y_rep[570] 1.271095e+01 1.279701e+01 1.308152e+01
y_rep[571] 1.267505e+01 1.276911e+01 1.309112e+01
y_rep[572] 1.230857e+01 1.239727e+01 1.272902e+01
y_rep[573] 1.235732e+01 1.244427e+01 1.271084e+01
y_rep[574] 1.210687e+01 1.219633e+01 1.255451e+01
y_rep[575] 1.232420e+01 1.241550e+01 1.270621e+01
y_rep[576] 1.206319e+01 1.215161e+01 1.242663e+01
y_rep[577] 1.197168e+01 1.206559e+01 1.237050e+01
y_rep[578] 1.235286e+01 1.244108e+01 1.272628e+01
y_rep[579] 1.234859e+01 1.243551e+01 1.268749e+01
y_rep[580] 1.203889e+01 1.213091e+01 1.243103e+01
y_rep[581] 1.213015e+01 1.221895e+01 1.256958e+01
y_rep[582] 1.217316e+01 1.225002e+01 1.259058e+01
y_rep[583] 1.101906e+01 1.111275e+01 1.142638e+01
y_rep[584] 1.105593e+01 1.114764e+01 1.139877e+01
y_rep[585] 1.084040e+01 1.092715e+01 1.124881e+01
y_rep[586] 1.047304e+01 1.055971e+01 1.084512e+01
y_rep[587] 1.060612e+01 1.069443e+01 1.101062e+01
y_rep[588] 1.123813e+01 1.132932e+01 1.166787e+01
y_rep[589] 1.126755e+01 1.136038e+01 1.166748e+01
y_rep[590] 1.153284e+01 1.162132e+01 1.191474e+01
y_rep[591] 1.160858e+01 1.170312e+01 1.206472e+01
y_rep[592] 1.770259e+01 1.782898e+01 1.814214e+01
y_rep[593] 1.866039e+01 1.876265e+01 1.903988e+01
y_rep[594] 1.919999e+01 1.929254e+01 1.958007e+01
y_rep[595] 1.858908e+01 1.868512e+01 1.897216e+01
y_rep[596] 1.907018e+01 1.916215e+01 1.946107e+01
y_rep[597] 1.943224e+01 1.952234e+01 1.981086e+01
y_rep[598] 1.929755e+01 1.938833e+01 1.968120e+01
y_rep[599] 1.959859e+01 1.969235e+01 1.998324e+01
y_rep[600] 1.938769e+01 1.947816e+01 1.980624e+01
y_rep[601] 1.947078e+01 1.956682e+01 1.986868e+01
y_rep[602] 1.959540e+01 1.968405e+01 1.996214e+01
y_rep[603] 2.043560e+01 2.052821e+01 2.085062e+01
y_rep[604] 2.019294e+01 2.028609e+01 2.057021e+01
y_rep[605] 2.001961e+01 2.010207e+01 2.043194e+01
y_rep[606] 2.036493e+01 2.046635e+01 2.080307e+01
y_rep[607] 2.039375e+01 2.048100e+01 2.076136e+01
y_rep[608] 2.044066e+01 2.052864e+01 2.084210e+01
y_rep[609] 2.072355e+01 2.081742e+01 2.111738e+01
y_rep[610] 2.039366e+01 2.048948e+01 2.082012e+01
y_rep[611] 2.073968e+01 2.083166e+01 2.117778e+01
y_rep[612] 2.042438e+01 2.051141e+01 2.080430e+01
y_rep[613] 2.009092e+01 2.017754e+01 2.047607e+01
y_rep[614] 1.824442e+01 1.833791e+01 1.856929e+01
y_rep[615] 1.640279e+01 1.648990e+01 1.676360e+01
y_rep[616] 1.542068e+01 1.552360e+01 1.580817e+01
y_rep[617] 1.567677e+01 1.577248e+01 1.611497e+01
y_rep[618] 1.521275e+01 1.530626e+01 1.557061e+01
y_rep[619] 1.466207e+01 1.474469e+01 1.504510e+01
y_rep[620] 1.465124e+01 1.474019e+01 1.505493e+01
y_rep[621] 1.473213e+01 1.482692e+01 1.512958e+01
y_rep[622] 1.525621e+01 1.535627e+01 1.569046e+01
y_rep[623] 1.541821e+01 1.551356e+01 1.585426e+01
y_rep[624] 1.513935e+01 1.523057e+01 1.553334e+01
y_rep[625] 1.509849e+01 1.518530e+01 1.549109e+01
y_rep[626] 1.452764e+01 1.461962e+01 1.493693e+01
y_rep[627] 1.439787e+01 1.448487e+01 1.478700e+01
y_rep[628] 1.409648e+01 1.418830e+01 1.448325e+01
y_rep[629] 1.380703e+01 1.389133e+01 1.417306e+01
y_rep[630] 1.377765e+01 1.387069e+01 1.418402e+01
y_rep[631] 1.336144e+01 1.344876e+01 1.377911e+01
y_rep[632] 1.339272e+01 1.348850e+01 1.380357e+01
y_rep[633] 1.343824e+01 1.352793e+01 1.383801e+01
y_rep[634] 1.323530e+01 1.333010e+01 1.366172e+01
y_rep[635] 1.276322e+01 1.285628e+01 1.319741e+01
y_rep[636] 1.269022e+01 1.277383e+01 1.311930e+01
y_rep[637] 1.225884e+01 1.236022e+01 1.267089e+01
y_rep[638] 1.275177e+01 1.284385e+01 1.317185e+01
y_rep[639] 1.297770e+01 1.307003e+01 1.339336e+01
y_rep[640] 1.279570e+01 1.288358e+01 1.320078e+01
y_rep[641] 1.258201e+01 1.267299e+01 1.298091e+01
y_rep[642] 1.281113e+01 1.290315e+01 1.316212e+01
y_rep[643] 1.251168e+01 1.260832e+01 1.289021e+01
y_rep[644] 1.233796e+01 1.243276e+01 1.275459e+01
y_rep[645] 1.233260e+01 1.241461e+01 1.268447e+01
y_rep[646] 1.193260e+01 1.201795e+01 1.231414e+01
y_rep[647] 1.192947e+01 1.201861e+01 1.232118e+01
y_rep[648] 1.205876e+01 1.214540e+01 1.243293e+01
y_rep[649] 1.237614e+01 1.246510e+01 1.277654e+01
y_rep[650] 1.242970e+01 1.252057e+01 1.280881e+01
y_rep[651] 1.252699e+01 1.261587e+01 1.291922e+01
y_rep[652] 1.245102e+01 1.254027e+01 1.287876e+01
y_rep[653] 1.247550e+01 1.256813e+01 1.286366e+01
y_rep[654] 1.250206e+01 1.259567e+01 1.292146e+01
y_rep[655] 1.253609e+01 1.262141e+01 1.294425e+01
y_rep[656] 1.249359e+01 1.257863e+01 1.287649e+01
y_rep[657] 1.251089e+01 1.259778e+01 1.292823e+01
y_rep[658] 1.251941e+01 1.261609e+01 1.295078e+01
y_rep[659] 1.256107e+01 1.265662e+01 1.295697e+01
y_rep[660] 1.236129e+01 1.244924e+01 1.273209e+01
y_rep[661] 1.201023e+01 1.210730e+01 1.239722e+01
y_rep[662] 1.211979e+01 1.220994e+01 1.254397e+01
y_rep[663] 1.211593e+01 1.220694e+01 1.250423e+01
y_rep[664] 1.244520e+01 1.253579e+01 1.284708e+01
y_rep[665] 1.272741e+01 1.281750e+01 1.312571e+01
y_rep[666] 1.220011e+01 1.229197e+01 1.257485e+01
y_rep[667] 1.242391e+01 1.250980e+01 1.280228e+01
y_rep[668] 1.205245e+01 1.214566e+01 1.244438e+01
y_rep[669] 1.188344e+01 1.197316e+01 1.227679e+01
y_rep[670] 1.207761e+01 1.216463e+01 1.244399e+01
y_rep[671] 1.238337e+01 1.247779e+01 1.276964e+01
y_rep[672] 1.214052e+01 1.222934e+01 1.251641e+01
y_rep[673] 1.186432e+01 1.195323e+01 1.231710e+01
y_rep[674] 1.191107e+01 1.200042e+01 1.229116e+01
y_rep[675] 1.178140e+01 1.186280e+01 1.214137e+01
y_rep[676] 1.190811e+01 1.199758e+01 1.227298e+01
y_rep[677] 1.206206e+01 1.214932e+01 1.239893e+01
y_rep[678] 1.154206e+01 1.162588e+01 1.192354e+01
y_rep[679] 1.151885e+01 1.161002e+01 1.194747e+01
y_rep[680] 1.110490e+01 1.119319e+01 1.149540e+01
y_rep[681] 1.090594e+01 1.098630e+01 1.128580e+01
y_rep[682] 1.124797e+01 1.133788e+01 1.162544e+01
y_rep[683] 1.150662e+01 1.159848e+01 1.191234e+01
y_rep[684] 1.124733e+01 1.133871e+01 1.160151e+01
y_rep[685] 1.102683e+01 1.111781e+01 1.143581e+01
y_rep[686] 1.088367e+01 1.097417e+01 1.131700e+01
y_rep[687] 1.061246e+01 1.070084e+01 1.101722e+01
y_rep[688] 1.096302e+01 1.105320e+01 1.140243e+01
y_rep[689] 1.076875e+01 1.085396e+01 1.118698e+01
y_rep[690] 1.090588e+01 1.099265e+01 1.131164e+01
y_rep[691] 1.090659e+01 1.099969e+01 1.127017e+01
y_rep[692] 1.100261e+01 1.108942e+01 1.142085e+01
y_rep[693] 1.067710e+01 1.076468e+01 1.105034e+01
y_rep[694] 1.065904e+01 1.075812e+01 1.109539e+01
y_rep[695] 1.059699e+01 1.068031e+01 1.096964e+01
y_rep[696] 1.046785e+01 1.055968e+01 1.087583e+01
y_rep[697] 1.032863e+01 1.041620e+01 1.074339e+01
y_rep[698] 1.016087e+01 1.024930e+01 1.050818e+01
y_rep[699] 1.043942e+01 1.053206e+01 1.079995e+01
y_rep[700] 1.114265e+01 1.122814e+01 1.153577e+01
y_rep[701] 1.102596e+01 1.111596e+01 1.141818e+01
y_rep[702] 1.087001e+01 1.095819e+01 1.128044e+01
y_rep[703] 1.093732e+01 1.101979e+01 1.132159e+01
y_rep[704] 1.087953e+01 1.097680e+01 1.129547e+01
y_rep[705] 1.085324e+01 1.094082e+01 1.123688e+01
y_rep[706] 1.074823e+01 1.083679e+01 1.108744e+01
y_rep[707] 1.097937e+01 1.106183e+01 1.134140e+01
y_rep[708] 1.090213e+01 1.098986e+01 1.131481e+01
y_rep[709] 1.074318e+01 1.083494e+01 1.118387e+01
y_rep[710] 1.076670e+01 1.086184e+01 1.115482e+01
y_rep[711] 1.059751e+01 1.069102e+01 1.099295e+01
y_rep[712] 1.045401e+01 1.055567e+01 1.087625e+01
y_rep[713] 1.024285e+01 1.033740e+01 1.062627e+01
y_rep[714] 1.013353e+01 1.022250e+01 1.056388e+01
y_rep[715] 1.001705e+01 1.010632e+01 1.037533e+01
y_rep[716] 1.011188e+01 1.019670e+01 1.051562e+01
y_rep[717] 9.801458e+00 9.893279e+00 1.019073e+01
y_rep[718] 9.678971e+00 9.774876e+00 1.010405e+01
y_rep[719] 1.004457e+01 1.013319e+01 1.046289e+01
y_rep[720] 1.009302e+01 1.018318e+01 1.050390e+01
y_rep[721] 1.047023e+01 1.057202e+01 1.089016e+01
y_rep[722] 9.761688e+00 9.855933e+00 1.014275e+01
y_rep[723] 1.014732e+01 1.024508e+01 1.054276e+01
y_rep[724] 1.047323e+01 1.056118e+01 1.086320e+01
y_rep[725] 1.055704e+01 1.064559e+01 1.092671e+01
y_rep[726] 1.066570e+01 1.075709e+01 1.106016e+01
y_rep[727] 1.034800e+01 1.043983e+01 1.074586e+01
y_rep[728] 1.043333e+01 1.052296e+01 1.080121e+01
y_rep[729] 1.043378e+01 1.052742e+01 1.083604e+01
y_rep[730] 1.061423e+01 1.070413e+01 1.099907e+01
y_rep[731] 1.060710e+01 1.068904e+01 1.095161e+01
y_rep[732] 1.065949e+01 1.075198e+01 1.108478e+01
y_rep[733] 1.048912e+01 1.058574e+01 1.088067e+01
y_rep[734] 1.130270e+01 1.138901e+01 1.162480e+01
y_rep[735] 1.161907e+01 1.170863e+01 1.211736e+01
y_rep[736] 1.133014e+01 1.142476e+01 1.175318e+01
y_rep[737] 1.138028e+01 1.146909e+01 1.175642e+01
y_rep[738] 1.147730e+01 1.156731e+01 1.183050e+01
y_rep[739] 1.138590e+01 1.147547e+01 1.177335e+01
y_rep[740] 1.172567e+01 1.181386e+01 1.208776e+01
y_rep[741] 1.161658e+01 1.170312e+01 1.211749e+01
y_rep[742] 1.175386e+01 1.184506e+01 1.212856e+01
y_rep[743] 1.176295e+01 1.185446e+01 1.220514e+01
y_rep[744] 1.155772e+01 1.165221e+01 1.197284e+01
y_rep[745] 1.164436e+01 1.172695e+01 1.202475e+01
y_rep[746] 1.134711e+01 1.143215e+01 1.175938e+01
y_rep[747] 1.093568e+01 1.103082e+01 1.140898e+01
y_rep[748] 1.105903e+01 1.114347e+01 1.146327e+01
y_rep[749] 1.120715e+01 1.129616e+01 1.162725e+01
y_rep[750] 1.125433e+01 1.133444e+01 1.163406e+01
y_rep[751] 1.085034e+01 1.093967e+01 1.126801e+01
y_rep[752] 1.076324e+01 1.085565e+01 1.116652e+01
y_rep[753] 1.099106e+01 1.107936e+01 1.135664e+01
y_rep[754] 1.128637e+01 1.137994e+01 1.171883e+01
y_rep[755] 1.155704e+01 1.164963e+01 1.197413e+01
y_rep[756] 1.121533e+01 1.130144e+01 1.164623e+01
y_rep[757] 1.061528e+01 1.070909e+01 1.102079e+01
y_rep[758] 1.049037e+01 1.058007e+01 1.092959e+01
y_rep[759] 1.071875e+01 1.081023e+01 1.108690e+01
y_rep[760] 1.043780e+01 1.053295e+01 1.080494e+01
y_rep[761] 1.056741e+01 1.065185e+01 1.095295e+01
y_rep[762] 1.098707e+01 1.107354e+01 1.139974e+01
y_rep[763] 1.050516e+01 1.059170e+01 1.085529e+01
y_rep[764] 1.044978e+01 1.054346e+01 1.083296e+01
y_rep[765] 1.019676e+01 1.028726e+01 1.057208e+01
y_rep[766] 1.032566e+01 1.041755e+01 1.073058e+01
y_rep[767] 1.011854e+01 1.021530e+01 1.054017e+01
y_rep[768] 1.030094e+01 1.039338e+01 1.071936e+01
y_rep[769] 1.026395e+01 1.035667e+01 1.064894e+01
y_rep[770] 1.008722e+01 1.018155e+01 1.051838e+01
y_rep[771] 1.025549e+01 1.034946e+01 1.063711e+01
y_rep[772] 1.022419e+01 1.031712e+01 1.058844e+01
y_rep[773] 1.020925e+01 1.030829e+01 1.060673e+01
y_rep[774] 1.081740e+01 1.090426e+01 1.121602e+01
y_rep[775] 1.061801e+01 1.070585e+01 1.099691e+01
y_rep[776] 1.029567e+01 1.038608e+01 1.070180e+01
y_rep[777] 1.017827e+01 1.026816e+01 1.054756e+01
y_rep[778] 9.870489e+00 9.963910e+00 1.030894e+01
y_rep[779] 1.039131e+01 1.048468e+01 1.079032e+01
y_rep[780] 1.027574e+01 1.036497e+01 1.067965e+01
y_rep[781] 1.001006e+01 1.009062e+01 1.037070e+01
y_rep[782] 1.014020e+01 1.022557e+01 1.049680e+01
y_rep[783] 9.914883e+00 1.000622e+01 1.029392e+01
y_rep[784] 9.898858e+00 9.987421e+00 1.033953e+01
y_rep[785] 9.663733e+00 9.756928e+00 1.005269e+01
y_rep[786] 9.619596e+00 9.706555e+00 1.002930e+01
y_rep[787] 9.554481e+00 9.644744e+00 9.874381e+00
y_rep[788] 1.000691e+01 1.009802e+01 1.039514e+01
y_rep[789] 1.048250e+01 1.057553e+01 1.089668e+01
y_rep[790] 1.029090e+01 1.038482e+01 1.071808e+01
y_rep[791] 1.004826e+01 1.014319e+01 1.041653e+01
y_rep[792] 1.010501e+01 1.019540e+01 1.049885e+01
y_rep[793] 1.002202e+01 1.011101e+01 1.042473e+01
y_rep[794] 1.058914e+01 1.067352e+01 1.097704e+01
y_rep[795] 1.045947e+01 1.055070e+01 1.081203e+01
y_rep[796] 1.017312e+01 1.026486e+01 1.054698e+01
y_rep[797] 1.003965e+01 1.012984e+01 1.046603e+01
y_rep[798] 1.033564e+01 1.043196e+01 1.069559e+01
y_rep[799] 1.044733e+01 1.054166e+01 1.080861e+01
y_rep[800] 1.034157e+01 1.043040e+01 1.076908e+01
y_rep[801] 1.036899e+01 1.045607e+01 1.072206e+01
y_rep[802] 9.891584e+00 9.978672e+00 1.025786e+01
y_rep[803] 9.935915e+00 1.002981e+01 1.031470e+01
y_rep[804] 1.036341e+01 1.044921e+01 1.074976e+01
y_rep[805] 1.020596e+01 1.029274e+01 1.056670e+01
y_rep[806] 1.024596e+01 1.034675e+01 1.065577e+01
y_rep[807] 1.032185e+01 1.040890e+01 1.067469e+01
y_rep[808] 1.025049e+01 1.033920e+01 1.062431e+01
y_rep[809] 1.022004e+01 1.030777e+01 1.060354e+01
y_rep[810] 1.057996e+01 1.066512e+01 1.094393e+01
y_rep[811] 1.000885e+01 1.010405e+01 1.037798e+01
y_rep[812] 9.547762e+00 9.636046e+00 9.927089e+00
y_rep[813] 9.823950e+00 9.907148e+00 1.023504e+01
y_rep[814] 1.014844e+01 1.023502e+01 1.052264e+01
y_rep[815] 9.865232e+00 9.961096e+00 1.028365e+01
y_rep[816] 1.011944e+01 1.021007e+01 1.049851e+01
y_rep[817] 9.668402e+00 9.760839e+00 1.010004e+01
y_rep[818] 9.606627e+00 9.693145e+00 9.979217e+00
y_rep[819] 9.641485e+00 9.730490e+00 1.006317e+01
y_rep[820] 9.461919e+00 9.545723e+00 9.846141e+00
y_rep[821] 9.413703e+00 9.510183e+00 9.775139e+00
y_rep[822] 9.665161e+00 9.759757e+00 1.004495e+01
y_rep[823] 9.621473e+00 9.712278e+00 1.001306e+01
y_rep[824] 9.466668e+00 9.555153e+00 9.900503e+00
y_rep[825] 9.254628e+00 9.341608e+00 9.661855e+00
y_rep[826] 9.734387e+00 9.823456e+00 1.015989e+01
y_rep[827] 9.772190e+00 9.870986e+00 1.015220e+01
y_rep[828] 9.517647e+00 9.602191e+00 9.887650e+00
y_rep[829] 9.496516e+00 9.582051e+00 9.879331e+00
y_rep[830] 9.665372e+00 9.755534e+00 1.002597e+01
y_rep[831] 9.646141e+00 9.738735e+00 1.004817e+01
y_rep[832] 9.884599e+00 9.973901e+00 1.031227e+01
y_rep[833] 9.850749e+00 9.942055e+00 1.024162e+01
y_rep[834] 1.000031e+01 1.009112e+01 1.042334e+01
y_rep[835] 1.010380e+01 1.019420e+01 1.048200e+01
y_rep[836] 1.011960e+01 1.020991e+01 1.051846e+01
y_rep[837] 1.018134e+01 1.027330e+01 1.061319e+01
y_rep[838] 1.005906e+01 1.015201e+01 1.043857e+01
y_rep[839] 9.844289e+00 9.932744e+00 1.026785e+01
y_rep[840] 9.824609e+00 9.911327e+00 1.024234e+01
y_rep[841] 1.011805e+01 1.021221e+01 1.049588e+01
y_rep[842] 1.154997e+01 1.163520e+01 1.190773e+01
y_rep[843] 1.119879e+01 1.129773e+01 1.165136e+01
y_rep[844] 1.142811e+01 1.152138e+01 1.182519e+01
y_rep[845] 1.133947e+01 1.142361e+01 1.170371e+01
y_rep[846] 1.157393e+01 1.165540e+01 1.194952e+01
y_rep[847] 1.193344e+01 1.202291e+01 1.233942e+01
y_rep[848] 1.193249e+01 1.202411e+01 1.240998e+01
y_rep[849] 1.173508e+01 1.183471e+01 1.217774e+01
y_rep[850] 1.191081e+01 1.200827e+01 1.228154e+01
y_rep[851] 1.199268e+01 1.208469e+01 1.238000e+01
y_rep[852] 1.212349e+01 1.220959e+01 1.249542e+01
y_rep[853] 1.199828e+01 1.208868e+01 1.235678e+01
y_rep[854] 1.210550e+01 1.220463e+01 1.246678e+01
y_rep[855] 1.200955e+01 1.209956e+01 1.239324e+01
y_rep[856] 1.204822e+01 1.214274e+01 1.248104e+01
y_rep[857] 1.202789e+01 1.211185e+01 1.241741e+01
y_rep[858] 1.251547e+01 1.260672e+01 1.295131e+01
y_rep[859] 1.199660e+01 1.208738e+01 1.237663e+01
y_rep[860] 1.204529e+01 1.213169e+01 1.243944e+01
y_rep[861] 1.200940e+01 1.209919e+01 1.239958e+01
y_rep[862] 1.227219e+01 1.235481e+01 1.268490e+01
y_rep[863] 1.229391e+01 1.238392e+01 1.267196e+01
y_rep[864] 1.219044e+01 1.228089e+01 1.255840e+01
y_rep[865] 1.161250e+01 1.171074e+01 1.204451e+01
y_rep[866] 1.187883e+01 1.197879e+01 1.227873e+01
y_rep[867] 1.215987e+01 1.225419e+01 1.255397e+01
y_rep[868] 1.208931e+01 1.217752e+01 1.249564e+01
y_rep[869] 1.173691e+01 1.182403e+01 1.210749e+01
y_rep[870] 1.180290e+01 1.189011e+01 1.221059e+01
y_rep[871] 1.258117e+01 1.267360e+01 1.298194e+01
y_rep[872] 1.260162e+01 1.269183e+01 1.299653e+01
y_rep[873] 1.255988e+01 1.265313e+01 1.296062e+01
y_rep[874] 1.272779e+01 1.283562e+01 1.320851e+01
y_rep[875] 1.249379e+01 1.258510e+01 1.284660e+01
y_rep[876] 1.245218e+01 1.253955e+01 1.283832e+01
y_rep[877] 1.234814e+01 1.243602e+01 1.273351e+01
y_rep[878] 1.238636e+01 1.247823e+01 1.277429e+01
y_rep[879] 1.236397e+01 1.245182e+01 1.275337e+01
y_rep[880] 1.215416e+01 1.224482e+01 1.257165e+01
y_rep[881] 1.187705e+01 1.196200e+01 1.226083e+01
y_rep[882] 1.200288e+01 1.209035e+01 1.235938e+01
y_rep[883] 1.183735e+01 1.193503e+01 1.222569e+01
y_rep[884] 1.187083e+01 1.196193e+01 1.223729e+01
y_rep[885] 1.181279e+01 1.191016e+01 1.220998e+01
y_rep[886] 1.189877e+01 1.198887e+01 1.229667e+01
y_rep[887] 1.176225e+01 1.186277e+01 1.217086e+01
y_rep[888] 1.200604e+01 1.209773e+01 1.236023e+01
y_rep[889] 1.173377e+01 1.182539e+01 1.210241e+01
y_rep[890] 1.143802e+01 1.153069e+01 1.183144e+01
y_rep[891] 1.150728e+01 1.160059e+01 1.186801e+01
y_rep[892] 1.128400e+01 1.136750e+01 1.167042e+01
y_rep[893] 1.100252e+01 1.110184e+01 1.141467e+01
y_rep[894] 1.042067e+01 1.050647e+01 1.078273e+01
y_rep[895] 1.010156e+01 1.019398e+01 1.045020e+01
y_rep[896] 9.895627e+00 9.986683e+00 1.027962e+01
y_rep[897] 9.926146e+00 1.001276e+01 1.037070e+01
y_rep[898] 9.636970e+00 9.729645e+00 1.005104e+01
y_rep[899] 9.780733e+00 9.869613e+00 1.015004e+01
y_rep[900] 9.744906e+00 9.835004e+00 1.013712e+01
y_rep[901] 9.648981e+00 9.732261e+00 1.008358e+01
y_rep[902] 9.721774e+00 9.813028e+00 1.013336e+01
y_rep[903] 9.855229e+00 9.946830e+00 1.022817e+01
y_rep[904] 9.827678e+00 9.912037e+00 1.021585e+01
y_rep[905] 9.710066e+00 9.801014e+00 1.010425e+01
y_rep[906] 9.988884e+00 1.007657e+01 1.040398e+01
y_rep[907] 9.618564e+00 9.703712e+00 1.000395e+01
y_rep[908] 9.577458e+00 9.657634e+00 9.955241e+00
y_rep[909] 9.331213e+00 9.417086e+00 9.729688e+00
y_rep[910] 9.347519e+00 9.432405e+00 9.802844e+00
y_rep[911] 9.313426e+00 9.408722e+00 9.703562e+00
y_rep[912] 9.761591e+00 9.852083e+00 1.018341e+01
y_rep[913] 9.543195e+00 9.630000e+00 9.949119e+00
y_rep[914] 9.250923e+00 9.345938e+00 9.639886e+00
y_rep[915] 9.697176e+00 9.791582e+00 1.011732e+01
y_rep[916] 9.566606e+00 9.650575e+00 9.952895e+00
y_rep[917] 9.502381e+00 9.590776e+00 9.872054e+00
y_rep[918] 9.372709e+00 9.468142e+00 9.778810e+00
y_rep[919] 9.374198e+00 9.471505e+00 9.765099e+00
y_rep[920] 9.032853e+00 9.126996e+00 9.410681e+00
y_rep[921] 9.184008e+00 9.272471e+00 9.535375e+00
y_rep[922] 8.987081e+00 9.082692e+00 9.402082e+00
y_rep[923] 9.014739e+00 9.096101e+00 9.422121e+00
y_rep[924] 9.289400e+00 9.380371e+00 9.690957e+00
y_rep[925] 9.271107e+00 9.353707e+00 9.632567e+00
y_rep[926] 9.228230e+00 9.313773e+00 9.569537e+00
y_rep[927] 9.256312e+00 9.351485e+00 9.644714e+00
y_rep[928] 9.555741e+00 9.652635e+00 1.001426e+01
y_rep[929] 9.295778e+00 9.389477e+00 9.690067e+00
y_rep[930] 9.853698e+00 9.938852e+00 1.020985e+01
y_rep[931] 9.893239e+00 9.988011e+00 1.032262e+01
y_rep[932] 9.763589e+00 9.856384e+00 1.015500e+01
y_rep[933] 9.568348e+00 9.658332e+00 1.000161e+01
y_rep[934] 9.423206e+00 9.512219e+00 9.787135e+00
y_rep[935] 9.425212e+00 9.514289e+00 9.844267e+00
y_rep[936] 9.736936e+00 9.829716e+00 1.019096e+01
y_rep[937] 9.896666e+00 9.988695e+00 1.027591e+01
y_rep[938] 9.536665e+00 9.628122e+00 9.932647e+00
y_rep[939] 9.538372e+00 9.631285e+00 9.907817e+00
y_rep[940] 9.390965e+00 9.476430e+00 9.749646e+00
y_rep[941] 9.374305e+00 9.461392e+00 9.727744e+00
y_rep[942] 9.358125e+00 9.446428e+00 9.777438e+00
y_rep[943] 9.545802e+00 9.630454e+00 9.932926e+00
y_rep[944] 9.198534e+00 9.290400e+00 9.592371e+00
y_rep[945] 9.197460e+00 9.287840e+00 9.638149e+00
y_rep[946] 9.200984e+00 9.294236e+00 9.587818e+00
y_rep[947] 8.817917e+00 8.908342e+00 9.241509e+00
y_rep[948] 8.772434e+00 8.866044e+00 9.153092e+00
y_rep[949] 8.454465e+00 8.542093e+00 8.872725e+00
y_rep[950] 8.270880e+00 8.370935e+00 8.685207e+00
y_rep[951] 8.140300e+00 8.228426e+00 8.571413e+00
y_rep[952] 8.478203e+00 8.572896e+00 8.912435e+00
y_rep[953] 8.168005e+00 8.252300e+00 8.530694e+00
y_rep[954] 8.438402e+00 8.529857e+00 8.826381e+00
y_rep[955] 8.491318e+00 8.584504e+00 8.881508e+00
y_rep[956] 8.435795e+00 8.525337e+00 8.856173e+00
y_rep[957] 8.392701e+00 8.478138e+00 8.755313e+00
y_rep[958] 8.363660e+00 8.451659e+00 8.750729e+00
y_rep[959] 8.209586e+00 8.304187e+00 8.580826e+00
y_rep[960] 8.557827e+00 8.646951e+00 8.933282e+00
y_rep[961] 8.995356e+00 9.087739e+00 9.371210e+00
y_rep[962] 8.686662e+00 8.779016e+00 9.083586e+00
y_rep[963] 8.736462e+00 8.833150e+00 9.101843e+00
y_rep[964] 8.614686e+00 8.710062e+00 9.002499e+00
y_rep[965] 9.138373e+00 9.233977e+00 9.549406e+00
y_rep[966] 9.173847e+00 9.260930e+00 9.568445e+00
y_rep[967] 9.305027e+00 9.387171e+00 9.668540e+00
y_rep[968] 9.296710e+00 9.388450e+00 9.722707e+00
y_rep[969] 9.357170e+00 9.458538e+00 9.733392e+00
y_rep[970] 9.522612e+00 9.606817e+00 9.903852e+00
y_rep[971] 9.979940e+00 1.007091e+01 1.033565e+01
y_rep[972] 1.004946e+01 1.013881e+01 1.041223e+01
y_rep[973] 1.038042e+01 1.047163e+01 1.076825e+01
y_rep[974] 1.046358e+01 1.055220e+01 1.086955e+01
y_rep[975] 1.051789e+01 1.060681e+01 1.096244e+01
y_rep[976] 1.046890e+01 1.055467e+01 1.082060e+01
y_rep[977] 1.043694e+01 1.052958e+01 1.080657e+01
y_rep[978] 1.039419e+01 1.049082e+01 1.078954e+01
y_rep[979] 1.104252e+01 1.113843e+01 1.146125e+01
y_rep[980] 1.104753e+01 1.113853e+01 1.140758e+01
y_rep[981] 1.108053e+01 1.116571e+01 1.144406e+01
y_rep[982] 1.137850e+01 1.146808e+01 1.181717e+01
y_rep[983] 1.152907e+01 1.161876e+01 1.189497e+01
y_rep[984] 1.150257e+01 1.159295e+01 1.190570e+01
y_rep[985] 1.175959e+01 1.184382e+01 1.213823e+01
y_rep[986] 1.170657e+01 1.180065e+01 1.209272e+01
y_rep[987] 1.167001e+01 1.175246e+01 1.205005e+01
y_rep[988] 1.162737e+01 1.172103e+01 1.199575e+01
y_rep[989] 1.216155e+01 1.225144e+01 1.252694e+01
y_rep[990] 1.280451e+01 1.288753e+01 1.317777e+01
y_rep[991] 1.283039e+01 1.292493e+01 1.325374e+01
y_rep[992] 1.272473e+01 1.281244e+01 1.314490e+01
y_rep[993] 1.261318e+01 1.270512e+01 1.295109e+01
y_rep[994] 1.265175e+01 1.274127e+01 1.302726e+01
y_rep[995] 1.258907e+01 1.268231e+01 1.298311e+01
y_rep[996] 1.235909e+01 1.245458e+01 1.273233e+01
y_rep[997] 1.242468e+01 1.250914e+01 1.282478e+01
y_rep[998] 1.214164e+01 1.223067e+01 1.250024e+01
y_rep[999] 1.210542e+01 1.219276e+01 1.253358e+01
y_rep[1000] 1.227755e+01 1.236821e+01 1.270425e+01
y_rep[1001] 1.225246e+01 1.234215e+01 1.262268e+01
y_rep[1002] 1.183031e+01 1.191815e+01 1.220271e+01
y_rep[1003] 1.224592e+01 1.234018e+01 1.267494e+01
y_rep[1004] 1.202408e+01 1.211582e+01 1.242615e+01
y_rep[1005] 1.173377e+01 1.182123e+01 1.214528e+01
y_rep[1006] 1.173233e+01 1.182128e+01 1.210742e+01
y_rep[1007] 1.192597e+01 1.201825e+01 1.233918e+01
y_rep[1008] 1.161070e+01 1.170236e+01 1.198087e+01
y_rep[1009] 1.157101e+01 1.166301e+01 1.199003e+01
y_rep[1010] 1.146166e+01 1.155115e+01 1.180820e+01
y_rep[1011] 1.128855e+01 1.137345e+01 1.162506e+01
y_rep[1012] 1.054536e+01 1.063474e+01 1.093444e+01
y_rep[1013] 1.039225e+01 1.048197e+01 1.078150e+01
y_rep[1014] 1.041966e+01 1.050855e+01 1.082174e+01
y_rep[1015] 1.035094e+01 1.044716e+01 1.075237e+01
y_rep[1016] 1.027765e+01 1.036314e+01 1.066101e+01
y_rep[1017] 1.020909e+01 1.029916e+01 1.061769e+01
y_rep[1018] 1.026911e+01 1.035932e+01 1.062931e+01
y_rep[1019] 1.053481e+01 1.062049e+01 1.094693e+01
y_rep[1020] 1.078651e+01 1.087477e+01 1.120657e+01
y_rep[1021] 1.109590e+01 1.118546e+01 1.146297e+01
y_rep[1022] 1.107409e+01 1.117352e+01 1.155577e+01
y_rep[1023] 1.072247e+01 1.081522e+01 1.112884e+01
y_rep[1024] 1.079354e+01 1.088509e+01 1.121628e+01
y_rep[1025] 1.130380e+01 1.139043e+01 1.173584e+01
y_rep[1026] 1.070230e+01 1.079473e+01 1.114663e+01
y_rep[1027] 1.069775e+01 1.078352e+01 1.106189e+01
y_rep[1028] 1.052127e+01 1.060719e+01 1.091026e+01
y_rep[1029] 1.067465e+01 1.076373e+01 1.111848e+01
y_rep[1030] 1.057342e+01 1.067384e+01 1.094079e+01
y_rep[1031] 1.049023e+01 1.057069e+01 1.089892e+01
y_rep[1032] 1.057182e+01 1.066475e+01 1.097774e+01
y_rep[1033] 1.069964e+01 1.079081e+01 1.106958e+01
y_rep[1034] 1.077138e+01 1.085116e+01 1.117636e+01
y_rep[1035] 1.071063e+01 1.080587e+01 1.112280e+01
y_rep[1036] 1.064988e+01 1.073703e+01 1.103850e+01
y_rep[1037] 1.086067e+01 1.094110e+01 1.126934e+01
y_rep[1038] 1.128482e+01 1.137837e+01 1.170725e+01
y_rep[1039] 1.146703e+01 1.155368e+01 1.186431e+01
y_rep[1040] 1.145173e+01 1.154525e+01 1.187995e+01
y_rep[1041] 1.132702e+01 1.141633e+01 1.171610e+01
y_rep[1042] 1.093445e+01 1.102051e+01 1.134264e+01
y_rep[1043] 1.088529e+01 1.097740e+01 1.131052e+01
y_rep[1044] 1.073753e+01 1.083315e+01 1.112094e+01
y_rep[1045] 1.096426e+01 1.105167e+01 1.135009e+01
y_rep[1046] 1.080368e+01 1.089534e+01 1.122581e+01
y_rep[1047] 1.068825e+01 1.077952e+01 1.107104e+01
y_rep[1048] 1.067251e+01 1.076471e+01 1.105369e+01
y_rep[1049] 1.059305e+01 1.068405e+01 1.097315e+01
y_rep[1050] 1.057511e+01 1.067580e+01 1.095876e+01
y_rep[1051] 1.080415e+01 1.089466e+01 1.123652e+01
y_rep[1052] 1.057667e+01 1.067119e+01 1.096373e+01
y_rep[1053] 1.022830e+01 1.032230e+01 1.064465e+01
y_rep[1054] 1.015833e+01 1.024441e+01 1.055909e+01
y_rep[1055] 1.012794e+01 1.021773e+01 1.050931e+01
y_rep[1056] 9.865062e+00 9.962749e+00 1.024100e+01
y_rep[1057] 1.007278e+01 1.015959e+01 1.046284e+01
y_rep[1058] 1.004678e+01 1.014000e+01 1.042991e+01
y_rep[1059] 9.735470e+00 9.821234e+00 1.010679e+01
y_rep[1060] 9.412392e+00 9.500600e+00 9.785256e+00
y_rep[1061] 8.771985e+00 8.861746e+00 9.131375e+00
y_rep[1062] 8.624063e+00 8.712636e+00 9.032127e+00
y_rep[1063] 8.892822e+00 8.980983e+00 9.238154e+00
y_rep[1064] 9.222192e+00 9.308247e+00 9.616283e+00
y_rep[1065] 9.186543e+00 9.277748e+00 9.592378e+00
y_rep[1066] 8.726651e+00 8.817590e+00 9.175138e+00
y_rep[1067] 8.702754e+00 8.794256e+00 9.098364e+00
y_rep[1068] 9.458822e+00 9.546685e+00 9.818285e+00
y_rep[1069] 9.436054e+00 9.527819e+00 9.886201e+00
y_rep[1070] 9.531629e+00 9.622723e+00 9.890345e+00
y_rep[1071] 9.413560e+00 9.507666e+00 9.817936e+00
y_rep[1072] 8.966517e+00 9.054639e+00 9.387857e+00
y_rep[1073] 8.782317e+00 8.875005e+00 9.195105e+00
y_rep[1074] 8.962850e+00 9.058672e+00 9.383497e+00
y_rep[1075] 9.085342e+00 9.170774e+00 9.475979e+00
y_rep[1076] 9.471281e+00 9.560952e+00 9.885748e+00
y_rep[1077] 9.324221e+00 9.416386e+00 9.739104e+00
y_rep[1078] 9.064566e+00 9.153971e+00 9.432473e+00
y_rep[1079] 8.978891e+00 9.071796e+00 9.339282e+00
y_rep[1080] 8.636247e+00 8.724623e+00 9.036576e+00
y_rep[1081] 8.883594e+00 8.965209e+00 9.317726e+00
y_rep[1082] 8.870811e+00 8.959562e+00 9.258036e+00
y_rep[1083] 9.111421e+00 9.196374e+00 9.480879e+00
y_rep[1084] 9.111572e+00 9.199762e+00 9.453403e+00
y_rep[1085] 8.925097e+00 9.012446e+00 9.280969e+00
y_rep[1086] 8.848519e+00 8.932620e+00 9.245377e+00
y_rep[1087] 8.682614e+00 8.765567e+00 9.069955e+00
y_rep[1088] 8.563534e+00 8.651161e+00 8.959367e+00
y_rep[1089] 8.682792e+00 8.772520e+00 9.037280e+00
y_rep[1090] 8.473525e+00 8.564250e+00 8.835337e+00
y_rep[1091] 8.061383e+00 8.144117e+00 8.462695e+00
y_rep[1092] 7.779805e+00 7.870957e+00 8.204749e+00
y_rep[1093] 7.853436e+00 7.938059e+00 8.312203e+00
y_rep[1094] 7.786091e+00 7.882693e+00 8.214330e+00
y_rep[1095] 8.865358e+00 8.958639e+00 9.314903e+00
y_rep[1096] 8.995470e+00 9.088742e+00 9.357735e+00
y_rep[1097] 9.035870e+00 9.134060e+00 9.448145e+00
y_rep[1098] 8.897879e+00 8.990338e+00 9.248757e+00
y_rep[1099] 8.867180e+00 8.965912e+00 9.287721e+00
y_rep[1100] 8.760310e+00 8.858259e+00 9.170320e+00
y_rep[1101] 8.812428e+00 8.894924e+00 9.217190e+00
y_rep[1102] 8.754928e+00 8.844330e+00 9.113421e+00
y_rep[1103] 8.549356e+00 8.642591e+00 8.952524e+00
y_rep[1104] 8.560145e+00 8.644834e+00 8.911000e+00
y_rep[1105] 8.587247e+00 8.678388e+00 8.990023e+00
y_rep[1106] 8.410257e+00 8.499601e+00 8.792497e+00
y_rep[1107] 8.566342e+00 8.654824e+00 8.967154e+00
y_rep[1108] 8.391696e+00 8.476639e+00 8.796937e+00
y_rep[1109] 8.616908e+00 8.708292e+00 9.016915e+00
y_rep[1110] 8.998431e+00 9.095285e+00 9.392580e+00
y_rep[1111] 8.992700e+00 9.085604e+00 9.390809e+00
y_rep[1112] 8.774437e+00 8.865100e+00 9.193070e+00
y_rep[1113] 8.908191e+00 8.990840e+00 9.314748e+00
y_rep[1114] 8.824533e+00 8.913854e+00 9.224567e+00
y_rep[1115] 8.701712e+00 8.793908e+00 9.109156e+00
y_rep[1116] 8.913370e+00 9.002165e+00 9.304649e+00
y_rep[1117] 9.356773e+00 9.442029e+00 9.738155e+00
y_rep[1118] 8.555730e+00 8.655359e+00 8.977791e+00
y_rep[1119] 8.648515e+00 8.732463e+00 9.011155e+00
y_rep[1120] 8.445827e+00 8.539211e+00 8.865046e+00
y_rep[1121] 8.290601e+00 8.379024e+00 8.640566e+00
y_rep[1122] 8.680619e+00 8.768339e+00 9.055444e+00
y_rep[1123] 8.652383e+00 8.744259e+00 9.080003e+00
y_rep[1124] 8.525501e+00 8.620776e+00 8.918153e+00
y_rep[1125] 9.311691e+00 9.402937e+00 9.692153e+00
y_rep[1126] 9.282413e+00 9.379381e+00 9.707438e+00
y_rep[1127] 9.406560e+00 9.496164e+00 9.775976e+00
y_rep[1128] 9.356929e+00 9.443440e+00 9.764405e+00
y_rep[1129] 9.472784e+00 9.566475e+00 9.878342e+00
y_rep[1130] 9.488533e+00 9.573519e+00 9.876457e+00
y_rep[1131] 9.578010e+00 9.665065e+00 9.902243e+00
y_rep[1132] 9.409757e+00 9.494176e+00 9.766278e+00
y_rep[1133] 9.036107e+00 9.118161e+00 9.443689e+00
y_rep[1134] 9.085428e+00 9.176234e+00 9.510886e+00
y_rep[1135] 9.450041e+00 9.540841e+00 9.791297e+00
y_rep[1136] 9.486037e+00 9.581013e+00 9.939342e+00
y_rep[1137] 9.586680e+00 9.678580e+00 9.983280e+00
y_rep[1138] 9.541770e+00 9.629343e+00 9.897029e+00
y_rep[1139] 9.497683e+00 9.590684e+00 9.877376e+00
y_rep[1140] 9.357538e+00 9.454913e+00 9.750482e+00
y_rep[1141] 9.303149e+00 9.399457e+00 9.694864e+00
y_rep[1142] 9.203112e+00 9.292134e+00 9.585711e+00
y_rep[1143] 9.247191e+00 9.332112e+00 9.647445e+00
y_rep[1144] 9.286798e+00 9.374424e+00 9.743790e+00
y_rep[1145] 9.965986e+00 1.005495e+01 1.041178e+01
y_rep[1146] 9.880696e+00 9.970611e+00 1.026493e+01
y_rep[1147] 1.041776e+01 1.050456e+01 1.077422e+01
y_rep[1148] 1.001228e+01 1.010009e+01 1.040089e+01
y_rep[1149] 1.064462e+01 1.073131e+01 1.102560e+01
y_rep[1150] 1.040327e+01 1.049744e+01 1.079939e+01
y_rep[1151] 1.038229e+01 1.047453e+01 1.077788e+01
y_rep[1152] 1.031891e+01 1.041163e+01 1.072831e+01
y_rep[1153] 1.022560e+01 1.031185e+01 1.065942e+01
y_rep[1154] 1.051186e+01 1.060292e+01 1.093199e+01
y_rep[1155] 1.199723e+01 1.208518e+01 1.235149e+01
y_rep[1156] 1.121874e+01 1.130908e+01 1.158807e+01
y_rep[1157] 1.104467e+01 1.113541e+01 1.145894e+01
y_rep[1158] 1.117232e+01 1.126192e+01 1.154859e+01
y_rep[1159] 1.105258e+01 1.114451e+01 1.141063e+01
y_rep[1160] 1.098247e+01 1.107590e+01 1.137882e+01
y_rep[1161] 1.112748e+01 1.121809e+01 1.155246e+01
y_rep[1162] 1.097126e+01 1.106067e+01 1.136192e+01
y_rep[1163] 1.090974e+01 1.099408e+01 1.133838e+01
y_rep[1164] 1.099003e+01 1.107764e+01 1.135537e+01
y_rep[1165] 1.105293e+01 1.113733e+01 1.145449e+01
y_rep[1166] 1.104208e+01 1.113581e+01 1.142075e+01
y_rep[1167] 1.120716e+01 1.129554e+01 1.156740e+01
y_rep[1168] 1.085713e+01 1.093849e+01 1.123491e+01
y_rep[1169] 1.067749e+01 1.077280e+01 1.109089e+01
y_rep[1170] 1.056118e+01 1.065519e+01 1.101295e+01
y_rep[1171] 1.037018e+01 1.045986e+01 1.077023e+01
y_rep[1172] 9.947096e+00 1.003462e+01 1.032570e+01
y_rep[1173] 1.026125e+01 1.034955e+01 1.063233e+01
y_rep[1174] 1.014682e+01 1.024257e+01 1.052551e+01
y_rep[1175] 1.012552e+01 1.021232e+01 1.052177e+01
y_rep[1176] 1.018802e+01 1.028543e+01 1.058981e+01
y_rep[1177] 9.993216e+00 1.008780e+01 1.041822e+01
y_rep[1178] 9.474341e+00 9.567558e+00 9.911384e+00
y_rep[1179] 9.627363e+00 9.725446e+00 1.002709e+01
y_rep[1180] 9.713262e+00 9.802236e+00 1.013871e+01
y_rep[1181] 9.627848e+00 9.711009e+00 1.002848e+01
y_rep[1182] 9.565541e+00 9.656812e+00 9.952353e+00
y_rep[1183] 9.497107e+00 9.587763e+00 9.871437e+00
y_rep[1184] 9.967501e+00 1.006174e+01 1.033243e+01
y_rep[1185] 1.005780e+01 1.014160e+01 1.043346e+01
y_rep[1186] 9.936355e+00 1.002897e+01 1.034704e+01
y_rep[1187] 9.714069e+00 9.805775e+00 1.013706e+01
y_rep[1188] 1.021146e+01 1.029852e+01 1.063922e+01
y_rep[1189] 1.029404e+01 1.038166e+01 1.071504e+01
y_rep[1190] 1.005775e+01 1.014760e+01 1.047897e+01
y_rep[1191] 1.019847e+01 1.028840e+01 1.055090e+01
y_rep[1192] 1.002981e+01 1.012249e+01 1.046101e+01
y_rep[1193] 1.030496e+01 1.038973e+01 1.069449e+01
y_rep[1194] 1.044748e+01 1.053736e+01 1.085223e+01
y_rep[1195] 1.022824e+01 1.031663e+01 1.064131e+01
y_rep[1196] 1.138061e+01 1.147730e+01 1.179545e+01
y_rep[1197] 1.151110e+01 1.159741e+01 1.191742e+01
y_rep[1198] 1.130905e+01 1.139986e+01 1.172708e+01
y_rep[1199] 1.139233e+01 1.148290e+01 1.178917e+01
y_rep[1200] 1.148389e+01 1.157548e+01 1.189713e+01
y_rep[1201] 1.128373e+01 1.137839e+01 1.168633e+01
y_rep[1202] 1.110340e+01 1.119328e+01 1.145047e+01
y_rep[1203] 1.121915e+01 1.130407e+01 1.158775e+01
y_rep[1204] 1.102930e+01 1.111681e+01 1.141827e+01
y_rep[1205] 1.100179e+01 1.108865e+01 1.138973e+01
y_rep[1206] 1.105188e+01 1.113929e+01 1.143606e+01
y_rep[1207] 1.091285e+01 1.100075e+01 1.134910e+01
y_rep[1208] 1.086314e+01 1.095270e+01 1.124967e+01
y_rep[1209] 1.101403e+01 1.109552e+01 1.138833e+01
y_rep[1210] 1.094727e+01 1.104166e+01 1.130598e+01
y_rep[1211] 1.053779e+01 1.062511e+01 1.091013e+01
y_rep[1212] 1.064607e+01 1.074499e+01 1.102213e+01
y_rep[1213] 1.058989e+01 1.068559e+01 1.099891e+01
y_rep[1214] 1.058097e+01 1.067591e+01 1.102317e+01
y_rep[1215] 1.109566e+01 1.119553e+01 1.154273e+01
y_rep[1216] 1.107188e+01 1.115888e+01 1.148632e+01
y_rep[1217] 1.072997e+01 1.082112e+01 1.111583e+01
y_rep[1218] 1.069128e+01 1.078448e+01 1.103240e+01
y_rep[1219] 9.836189e+00 9.928232e+00 1.022781e+01
y_rep[1220] 9.534542e+00 9.621800e+00 9.913162e+00
y_rep[1221] 1.002061e+01 1.010994e+01 1.042240e+01
y_rep[1222] 1.043094e+01 1.051798e+01 1.085914e+01
y_rep[1223] 9.827255e+00 9.921290e+00 1.023450e+01
y_rep[1224] 1.002050e+01 1.011904e+01 1.038374e+01
y_rep[1225] 9.839833e+00 9.925282e+00 1.025410e+01
y_rep[1226] 9.917327e+00 1.000346e+01 1.033248e+01
y_rep[1227] 1.024861e+01 1.034357e+01 1.069827e+01
y_rep[1228] 1.026511e+01 1.035520e+01 1.067169e+01
y_rep[1229] 1.006127e+01 1.014831e+01 1.041985e+01
y_rep[1230] 9.940670e+00 1.002392e+01 1.032105e+01
y_rep[1231] 9.731154e+00 9.827520e+00 1.014370e+01
y_rep[1232] 9.700796e+00 9.794051e+00 1.009366e+01
y_rep[1233] 9.567565e+00 9.655963e+00 9.982637e+00
y_rep[1234] 9.538933e+00 9.627226e+00 9.964734e+00
y_rep[1235] 9.436896e+00 9.530077e+00 9.817606e+00
y_rep[1236] 9.243964e+00 9.339983e+00 9.640031e+00
y_rep[1237] 9.356661e+00 9.447431e+00 9.736581e+00
y_rep[1238] 9.073902e+00 9.161122e+00 9.452767e+00
y_rep[1239] 9.294108e+00 9.388651e+00 9.697762e+00
y_rep[1240] 9.096594e+00 9.188555e+00 9.514906e+00
y_rep[1241] 9.057037e+00 9.145087e+00 9.441703e+00
y_rep[1242] 9.244828e+00 9.323977e+00 9.627896e+00
y_rep[1243] 9.277879e+00 9.378610e+00 9.701366e+00
y_rep[1244] 8.994608e+00 9.087425e+00 9.433349e+00
y_rep[1245] 8.867935e+00 8.955948e+00 9.258343e+00
y_rep[1246] 9.074930e+00 9.162501e+00 9.435683e+00
y_rep[1247] 8.974032e+00 9.059285e+00 9.356301e+00
y_rep[1248] 8.756226e+00 8.840448e+00 9.115857e+00
y_rep[1249] 8.682934e+00 8.774950e+00 9.088134e+00
y_rep[1250] 8.447569e+00 8.530087e+00 8.856995e+00
y_rep[1251] 8.268705e+00 8.361912e+00 8.619913e+00
y_rep[1252] 8.286797e+00 8.381365e+00 8.801898e+00
y_rep[1253] 8.231542e+00 8.327953e+00 8.597919e+00
y_rep[1254] 8.407889e+00 8.501907e+00 8.846377e+00
y_rep[1255] 8.250054e+00 8.337192e+00 8.724172e+00
y_rep[1256] 8.288615e+00 8.378427e+00 8.681946e+00
y_rep[1257] 9.389053e+00 9.470152e+00 9.822226e+00
y_rep[1258] 9.567331e+00 9.661292e+00 9.969738e+00
y_rep[1259] 9.364901e+00 9.463059e+00 9.726395e+00
y_rep[1260] 9.465152e+00 9.562007e+00 9.888580e+00
y_rep[1261] 9.213505e+00 9.306044e+00 9.591074e+00
y_rep[1262] 8.787335e+00 8.878703e+00 9.190475e+00
y_rep[1263] 9.057279e+00 9.144963e+00 9.441425e+00
y_rep[1264] 9.338495e+00 9.426572e+00 9.711691e+00
y_rep[1265] 9.036172e+00 9.127762e+00 9.382315e+00
y_rep[1266] 8.849318e+00 8.937232e+00 9.242229e+00
y_rep[1267] 8.944004e+00 9.030778e+00 9.328426e+00
y_rep[1268] 8.846037e+00 8.939552e+00 9.306980e+00
y_rep[1269] 8.865075e+00 8.957395e+00 9.293163e+00
y_rep[1270] 9.076476e+00 9.163715e+00 9.447040e+00
y_rep[1271] 9.125122e+00 9.213897e+00 9.479579e+00
y_rep[1272] 9.156251e+00 9.250356e+00 9.531653e+00
y_rep[1273] 9.246307e+00 9.339125e+00 9.640566e+00
y_rep[1274] 9.387045e+00 9.487168e+00 9.764570e+00
y_rep[1275] 9.340162e+00 9.428949e+00 9.744582e+00
y_rep[1276] 9.375350e+00 9.461186e+00 9.729090e+00
y_rep[1277] 9.277350e+00 9.364991e+00 9.675306e+00
y_rep[1278] 9.223299e+00 9.310603e+00 9.641056e+00
y_rep[1279] 9.105771e+00 9.196062e+00 9.549997e+00
y_rep[1280] 8.670236e+00 8.755403e+00 9.084168e+00
y_rep[1281] 8.526639e+00 8.615535e+00 8.899475e+00
y_rep[1282] 8.868225e+00 8.962528e+00 9.261421e+00
y_rep[1283] 8.586369e+00 8.676866e+00 9.012137e+00
y_rep[1284] 8.441295e+00 8.530643e+00 8.862125e+00
y_rep[1285] 8.586619e+00 8.673430e+00 9.014886e+00
y_rep[1286] 8.220730e+00 8.313592e+00 8.659395e+00
y_rep[1287] 8.017091e+00 8.103520e+00 8.421550e+00
y_rep[1288] 9.184546e+00 9.283971e+00 9.578560e+00
y_rep[1289] 8.961285e+00 9.057060e+00 9.373337e+00
y_rep[1290] 8.918659e+00 9.005311e+00 9.320353e+00
y_rep[1291] 8.994734e+00 9.085427e+00 9.409096e+00
y_rep[1292] 8.827232e+00 8.921253e+00 9.236387e+00
y_rep[1293] 8.509040e+00 8.602948e+00 8.914342e+00
y_rep[1294] 8.445916e+00 8.534131e+00 8.806144e+00
y_rep[1295] 8.333071e+00 8.427808e+00 8.735153e+00
y_rep[1296] 8.173610e+00 8.262614e+00 8.606776e+00
y_rep[1297] 8.102652e+00 8.195449e+00 8.480875e+00
y_rep[1298] 8.089678e+00 8.175312e+00 8.450370e+00
y_rep[1299] 7.784630e+00 7.874096e+00 8.162675e+00
y_rep[1300] 7.991655e+00 8.080142e+00 8.312055e+00
y_rep[1301] 7.702117e+00 7.786614e+00 8.103671e+00
y_rep[1302] 7.873865e+00 7.963971e+00 8.277867e+00
y_rep[1303] 7.901200e+00 7.992406e+00 8.326631e+00
y_rep[1304] 7.921736e+00 8.012583e+00 8.286961e+00
y_rep[1305] 7.927379e+00 8.016156e+00 8.317376e+00
y_rep[1306] 8.265114e+00 8.357521e+00 8.654926e+00
y_rep[1307] 8.074204e+00 8.167698e+00 8.514925e+00
y_rep[1308] 8.002979e+00 8.092685e+00 8.397210e+00
y_rep[1309] 8.031519e+00 8.126387e+00 8.478305e+00
y_rep[1310] 8.311742e+00 8.403127e+00 8.671937e+00
y_rep[1311] 7.824577e+00 7.916115e+00 8.199171e+00
y_rep[1312] 8.388573e+00 8.482945e+00 8.741535e+00
y_rep[1313] 8.278425e+00 8.368515e+00 8.694826e+00
y_rep[1314] 8.393069e+00 8.474999e+00 8.792683e+00
y_rep[1315] 8.314608e+00 8.398670e+00 8.674728e+00
y_rep[1316] 8.229052e+00 8.318822e+00 8.614710e+00
y_rep[1317] 8.423962e+00 8.508955e+00 8.809081e+00
y_rep[1318] 8.418481e+00 8.501987e+00 8.815586e+00
y_rep[1319] 9.485500e+00 9.578391e+00 9.882558e+00
y_rep[1320] 9.691933e+00 9.785992e+00 1.013106e+01
y_rep[1321] 9.543267e+00 9.628418e+00 9.903007e+00
y_rep[1322] 9.637311e+00 9.723904e+00 1.002838e+01
y_rep[1323] 9.529149e+00 9.617390e+00 9.905738e+00
y_rep[1324] 9.587506e+00 9.679119e+00 9.985154e+00
y_rep[1325] 1.005076e+01 1.014190e+01 1.042592e+01
y_rep[1326] 9.751059e+00 9.843361e+00 1.013046e+01
y_rep[1327] 9.646951e+00 9.730975e+00 1.004280e+01
y_rep[1328] 9.622358e+00 9.716240e+00 1.002697e+01
y_rep[1329] 9.504045e+00 9.595733e+00 9.887521e+00
y_rep[1330] 9.701156e+00 9.788845e+00 1.014281e+01
y_rep[1331] 1.003525e+01 1.012557e+01 1.042108e+01
y_rep[1332] 9.813982e+00 9.900259e+00 1.017711e+01
y_rep[1333] 9.655348e+00 9.742416e+00 1.003122e+01
y_rep[1334] 9.595560e+00 9.691060e+00 1.001670e+01
y_rep[1335] 9.448528e+00 9.539634e+00 9.817571e+00
y_rep[1336] 9.844524e+00 9.933524e+00 1.030284e+01
y_rep[1337] 9.916029e+00 1.001407e+01 1.036524e+01
y_rep[1338] 9.628202e+00 9.719656e+00 9.997616e+00
y_rep[1339] 9.633551e+00 9.717183e+00 9.976346e+00
y_rep[1340] 9.687985e+00 9.778431e+00 1.011419e+01
y_rep[1341] 9.733963e+00 9.829979e+00 1.015407e+01
y_rep[1342] 9.903759e+00 9.998787e+00 1.033912e+01
y_rep[1343] 9.891518e+00 9.982599e+00 1.027322e+01
y_rep[1344] 9.929264e+00 1.002625e+01 1.033964e+01
y_rep[1345] 9.762894e+00 9.849488e+00 1.017036e+01
y_rep[1346] 9.795527e+00 9.885721e+00 1.018103e+01
y_rep[1347] 9.665451e+00 9.756898e+00 1.003408e+01
y_rep[1348] 9.621884e+00 9.712477e+00 1.001158e+01
y_rep[1349] 9.504783e+00 9.595445e+00 9.952275e+00
y_rep[1350] 9.692578e+00 9.776585e+00 1.008891e+01
y_rep[1351] 9.754679e+00 9.850644e+00 1.017413e+01
y_rep[1352] 9.712147e+00 9.798264e+00 1.009527e+01
y_rep[1353] 9.972839e+00 1.006607e+01 1.037264e+01
y_rep[1354] 9.865340e+00 9.955635e+00 1.025128e+01
y_rep[1355] 9.718154e+00 9.812751e+00 1.009048e+01
y_rep[1356] 9.761756e+00 9.844582e+00 1.011826e+01
y_rep[1357] 9.908608e+00 9.997903e+00 1.030336e+01
y_rep[1358] 9.828106e+00 9.917671e+00 1.017593e+01
y_rep[1359] 9.376817e+00 9.461827e+00 9.745159e+00
y_rep[1360] 9.232739e+00 9.327887e+00 9.609879e+00
y_rep[1361] 8.767483e+00 8.856869e+00 9.147762e+00
y_rep[1362] 8.688056e+00 8.771111e+00 9.055585e+00
y_rep[1363] 8.729193e+00 8.815304e+00 9.105512e+00
y_rep[1364] 8.493563e+00 8.585827e+00 8.885623e+00
y_rep[1365] 8.538455e+00 8.624489e+00 8.914012e+00
y_rep[1366] 8.064047e+00 8.150996e+00 8.458858e+00
y_rep[1367] 8.168335e+00 8.260181e+00 8.553128e+00
y_rep[1368] 7.882123e+00 7.980087e+00 8.248436e+00
y_rep[1369] 7.923612e+00 8.017143e+00 8.313834e+00
y_rep[1370] 7.725713e+00 7.814919e+00 8.126958e+00
y_rep[1371] 7.538464e+00 7.627795e+00 7.913842e+00
y_rep[1372] 8.023092e+00 8.111367e+00 8.416116e+00
y_rep[1373] 8.303023e+00 8.385033e+00 8.676174e+00
y_rep[1374] 7.994727e+00 8.090387e+00 8.370403e+00
y_rep[1375] 7.881595e+00 7.969116e+00 8.271764e+00
y_rep[1376] 7.771268e+00 7.861710e+00 8.212755e+00
y_rep[1377] 7.671336e+00 7.758825e+00 8.060773e+00
y_rep[1378] 7.766294e+00 7.851389e+00 8.127746e+00
y_rep[1379] 7.805931e+00 7.905163e+00 8.219134e+00
y_rep[1380] 7.479605e+00 7.569280e+00 7.857425e+00
y_rep[1381] 7.834280e+00 7.927598e+00 8.233445e+00
y_rep[1382] 8.133181e+00 8.223206e+00 8.540918e+00
y_rep[1383] 8.011542e+00 8.105341e+00 8.427228e+00
y_rep[1384] 8.467257e+00 8.558667e+00 8.862784e+00
y_rep[1385] 8.634259e+00 8.723742e+00 9.009371e+00
y_rep[1386] 8.427907e+00 8.521854e+00 8.790487e+00
y_rep[1387] 8.496264e+00 8.590609e+00 8.906254e+00
y_rep[1388] 8.412428e+00 8.499334e+00 8.843763e+00
y_rep[1389] 8.300110e+00 8.386240e+00 8.703317e+00
y_rep[1390] 8.366145e+00 8.452215e+00 8.738528e+00
y_rep[1391] 8.349888e+00 8.437977e+00 8.723269e+00
y_rep[1392] 8.255022e+00 8.344622e+00 8.632263e+00
y_rep[1393] 8.246515e+00 8.337482e+00 8.702701e+00
y_rep[1394] 8.116607e+00 8.208150e+00 8.499364e+00
y_rep[1395] 7.849551e+00 7.939449e+00 8.258041e+00
y_rep[1396] 8.244388e+00 8.332364e+00 8.661678e+00
y_rep[1397] 8.123989e+00 8.206640e+00 8.539637e+00
y_rep[1398] 8.773527e+00 8.866291e+00 9.165618e+00
y_rep[1399] 9.802653e+00 9.895532e+00 1.014251e+01
y_rep[1400] 9.350663e+00 9.446322e+00 9.740226e+00
y_rep[1401] 9.566104e+00 9.657707e+00 9.962439e+00
y_rep[1402] 9.832787e+00 9.916589e+00 1.018422e+01
y_rep[1403] 9.996854e+00 1.009040e+01 1.039154e+01
y_rep[1404] 9.882840e+00 9.980860e+00 1.025522e+01
y_rep[1405] 9.762716e+00 9.856385e+00 1.018257e+01
y_rep[1406] 9.789122e+00 9.881855e+00 1.016014e+01
y_rep[1407] 9.652872e+00 9.742205e+00 1.008058e+01
y_rep[1408] 9.753049e+00 9.840040e+00 1.013627e+01
y_rep[1409] 1.001813e+01 1.010090e+01 1.041331e+01
y_rep[1410] 9.963526e+00 1.005057e+01 1.038853e+01
y_rep[1411] 1.021803e+01 1.030957e+01 1.062150e+01
y_rep[1412] 1.011559e+01 1.020989e+01 1.050068e+01
y_rep[1413] 1.020757e+01 1.029771e+01 1.058903e+01
y_rep[1414] 1.089533e+01 1.098646e+01 1.128440e+01
y_rep[1415] 1.359497e+01 1.368116e+01 1.402197e+01
y_rep[1416] 1.328582e+01 1.337579e+01 1.367758e+01
y_rep[1417] 1.364959e+01 1.374123e+01 1.405299e+01
y_rep[1418] 1.376555e+01 1.385448e+01 1.411588e+01
y_rep[1419] 1.399754e+01 1.409320e+01 1.444067e+01
y_rep[1420] 1.472613e+01 1.481595e+01 1.510961e+01
y_rep[1421] 1.462182e+01 1.471753e+01 1.500257e+01
y_rep[1422] 1.451011e+01 1.459605e+01 1.489854e+01
y_rep[1423] 1.505948e+01 1.515029e+01 1.542419e+01
y_rep[1424] 1.848884e+01 1.857916e+01 1.888002e+01
y_rep[1425] 1.795445e+01 1.804116e+01 1.837512e+01
y_rep[1426] 1.728577e+01 1.737835e+01 1.764558e+01
y_rep[1427] 1.796194e+01 1.805901e+01 1.835951e+01
y_rep[1428] 1.803925e+01 1.813071e+01 1.843513e+01
y_rep[1429] 1.762398e+01 1.771595e+01 1.798916e+01
y_rep[1430] 1.779160e+01 1.787474e+01 1.815674e+01
y_rep[1431] 1.854539e+01 1.864289e+01 1.895911e+01
y_rep[1432] 1.851013e+01 1.859895e+01 1.888332e+01
y_rep[1433] 1.889738e+01 1.899312e+01 1.927950e+01
y_rep[1434] 1.839844e+01 1.849088e+01 1.880533e+01
y_rep[1435] 1.843322e+01 1.851876e+01 1.886635e+01
y_rep[1436] 1.822855e+01 1.831944e+01 1.863803e+01
y_rep[1437] 1.826847e+01 1.835711e+01 1.864630e+01
y_rep[1438] 1.783340e+01 1.792537e+01 1.825237e+01
y_rep[1439] 1.817819e+01 1.826802e+01 1.858252e+01
y_rep[1440] 1.776069e+01 1.785251e+01 1.817682e+01
y_rep[1441] 1.765760e+01 1.775045e+01 1.806133e+01
y_rep[1442] 1.698797e+01 1.707464e+01 1.737144e+01
y_rep[1443] 1.685940e+01 1.694684e+01 1.728833e+01
y_rep[1444] 1.698664e+01 1.707676e+01 1.734501e+01
y_rep[1445] 1.687571e+01 1.696439e+01 1.725643e+01
y_rep[1446] 1.586292e+01 1.594543e+01 1.623893e+01
y_rep[1447] 1.456631e+01 1.465797e+01 1.493073e+01
y_rep[1448] 1.443341e+01 1.452991e+01 1.480864e+01
y_rep[1449] 1.433255e+01 1.442812e+01 1.474319e+01
y_rep[1450] 1.347982e+01 1.356594e+01 1.385637e+01
y_rep[1451] 1.496481e+01 1.505798e+01 1.538285e+01
y_rep[1452] 1.470556e+01 1.480444e+01 1.517036e+01
y_rep[1453] 1.551269e+01 1.560192e+01 1.588121e+01
y_rep[1454] 1.543273e+01 1.552946e+01 1.586407e+01
y_rep[1455] 1.552931e+01 1.562061e+01 1.592882e+01
y_rep[1456] 1.594016e+01 1.604064e+01 1.633781e+01
y_rep[1457] 1.624630e+01 1.633654e+01 1.660788e+01
y_rep[1458] 1.580237e+01 1.588784e+01 1.618485e+01
y_rep[1459] 1.609473e+01 1.619053e+01 1.644782e+01
y_rep[1460] 1.629075e+01 1.637544e+01 1.668286e+01
log_lik[1] 2.357686e-01 2.887197e-01 3.876801e-01
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log_lik[1282] 5.843800e-02 1.215815e-01 2.499676e-01
log_lik[1283] 7.351146e-01 7.762156e-01 8.474215e-01
log_lik[1284] 8.728981e-01 9.114597e-01 9.829105e-01
log_lik[1285] -9.187832e-01 -8.721985e-01 -7.884575e-01
log_lik[1286] 6.789980e-01 7.186542e-01 7.851098e-01
log_lik[1287] 1.110116e+00 1.133841e+00 1.177786e+00
log_lik[1288] 1.717087e-01 2.353297e-01 3.636625e-01
log_lik[1289] 7.628702e-01 8.005756e-01 8.672573e-01
log_lik[1290] 1.107185e+00 1.130464e+00 1.175266e+00
log_lik[1291] 3.725533e-02 8.293902e-02 1.621339e-01
log_lik[1292] 8.118025e-01 8.410159e-01 8.983945e-01
log_lik[1293] 3.428706e-01 3.916979e-01 4.758862e-01
log_lik[1294] 1.025174e+00 1.058341e+00 1.118223e+00
log_lik[1295] 6.515549e-01 6.851359e-01 7.466244e-01
log_lik[1296] 1.138546e+00 1.159308e+00 1.198789e+00
log_lik[1297] 4.995881e-01 5.372422e-01 6.066175e-01
log_lik[1298] 4.711566e-01 5.171481e-01 5.957418e-01
log_lik[1299] 2.345614e-01 2.800384e-01 3.605400e-01
log_lik[1300] 1.118702e+00 1.140180e+00 1.181742e+00
log_lik[1301] 6.729588e-01 7.080688e-01 7.759156e-01
log_lik[1302] 1.087006e+00 1.110187e+00 1.154314e+00
log_lik[1303] 9.522599e-01 9.795795e-01 1.026847e+00
log_lik[1304] 1.107167e+00 1.128992e+00 1.172297e+00
log_lik[1305] 8.459572e-01 8.762561e-01 9.315789e-01
log_lik[1306] 1.058547e+00 1.093175e+00 1.151514e+00
log_lik[1307] 1.091329e+00 1.117757e+00 1.165051e+00
log_lik[1308] 8.973309e-01 9.328415e-01 9.935346e-01
log_lik[1309] 1.311224e-01 1.756339e-01 2.669728e-01
log_lik[1310] 7.458136e-01 7.909475e-01 8.716355e-01
log_lik[1311] 1.124362e+00 1.147056e+00 1.188639e+00
log_lik[1312] 1.064551e+00 1.088874e+00 1.130102e+00
log_lik[1313] 5.962420e-01 6.322842e-01 6.998975e-01
log_lik[1314] 6.329467e-01 6.894717e-01 7.914539e-01
log_lik[1315] 9.613439e-01 9.885697e-01 1.036383e+00
log_lik[1316] 6.181130e-01 6.553517e-01 7.240337e-01
log_lik[1317] 1.113017e+00 1.135689e+00 1.182779e+00
log_lik[1318] 9.495462e-01 9.751171e-01 1.020126e+00
log_lik[1319] 2.294704e-01 2.678183e-01 3.327870e-01
log_lik[1320] -4.964222e-02 -1.557569e-03 8.805844e-02
log_lik[1321] 5.271700e-01 5.608153e-01 6.141984e-01
log_lik[1322] 1.132546e+00 1.153687e+00 1.194061e+00
log_lik[1323] 6.240112e-01 6.526562e-01 7.014767e-01
log_lik[1324] 4.265731e-01 4.622519e-01 5.180584e-01
log_lik[1325] 9.206959e-02 1.288221e-01 1.937948e-01
log_lik[1326] 1.121497e+00 1.141433e+00 1.180389e+00
log_lik[1327] 9.629422e-01 9.841959e-01 1.024314e+00
log_lik[1328] 3.965563e-01 4.414979e-01 5.294667e-01
log_lik[1329] 9.789016e-01 1.001027e+00 1.041382e+00
log_lik[1330] 7.795118e-01 8.106051e-01 8.616462e-01
log_lik[1331] 8.984255e-01 9.284174e-01 9.772160e-01
log_lik[1332] 1.082317e+00 1.104280e+00 1.148859e+00
log_lik[1333] 1.139189e+00 1.159963e+00 1.199345e+00
log_lik[1334] 1.007098e+00 1.034343e+00 1.078832e+00
log_lik[1335] -1.639951e+00 -1.597776e+00 -1.509428e+00
log_lik[1336] 1.020376e+00 1.051865e+00 1.107749e+00
log_lik[1337] 2.887616e-01 3.312455e-01 4.096667e-01
log_lik[1338] 1.134172e+00 1.154401e+00 1.192026e+00
log_lik[1339] 6.882925e-01 7.251179e-01 7.862940e-01
log_lik[1340] 1.120489e+00 1.141329e+00 1.179723e+00
log_lik[1341] 3.343079e-01 3.740622e-01 4.391159e-01
log_lik[1342] 8.296654e-01 8.968239e-01 1.009339e+00
log_lik[1343] 7.822988e-01 8.198795e-01 8.915808e-01
log_lik[1344] 8.990616e-01 9.321426e-01 9.900092e-01
log_lik[1345] 1.112732e+00 1.134546e+00 1.174346e+00
log_lik[1346] 7.889732e-01 8.195292e-01 8.723496e-01
log_lik[1347] 7.825325e-01 8.096625e-01 8.588457e-01
log_lik[1348] 7.857911e-01 8.119727e-01 8.572615e-01
log_lik[1349] 1.850577e-01 2.286210e-01 3.083932e-01
log_lik[1350] 1.123942e+00 1.145336e+00 1.184021e+00
log_lik[1351] 1.104986e+00 1.124304e+00 1.162079e+00
log_lik[1352] 1.138939e+00 1.160166e+00 1.197834e+00
log_lik[1353] 1.113341e+00 1.133297e+00 1.173288e+00
log_lik[1354] 1.038412e+00 1.056986e+00 1.097762e+00
log_lik[1355] 1.024444e+00 1.052947e+00 1.107351e+00
log_lik[1356] 1.138844e+00 1.159942e+00 1.197547e+00
log_lik[1357] 6.472108e-01 6.764513e-01 7.320353e-01
log_lik[1358] -1.279546e+00 -1.236485e+00 -1.160126e+00
log_lik[1359] 8.425890e-01 8.740725e-01 9.274617e-01
log_lik[1360] 2.035215e-01 2.449862e-01 3.169468e-01
log_lik[1361] -5.206062e-01 -4.765972e-01 -3.978328e-01
log_lik[1362] 5.773832e-01 6.190276e-01 6.818344e-01
log_lik[1363] 9.586712e-01 9.860022e-01 1.035549e+00
log_lik[1364] 7.309317e-01 7.727386e-01 8.437356e-01
log_lik[1365] -1.868453e+00 -1.823201e+00 -1.731782e+00
log_lik[1366] 1.138361e+00 1.159280e+00 1.197150e+00
log_lik[1367] 9.485206e-01 9.781649e-01 1.031359e+00
log_lik[1368] 9.487227e-01 9.777773e-01 1.028957e+00
log_lik[1369] 1.090059e+00 1.112607e+00 1.156180e+00
log_lik[1370] 7.616548e-01 8.080990e-01 8.895061e-01
log_lik[1371] -4.825528e-01 -4.273637e-01 -3.330539e-01
log_lik[1372] 9.927587e-01 1.021014e+00 1.069949e+00
log_lik[1373] -1.853879e-01 -1.394904e-01 -4.211520e-02
log_lik[1374] 1.128274e+00 1.149803e+00 1.192565e+00
log_lik[1375] 7.378088e-01 7.697357e-01 8.310521e-01
log_lik[1376] 7.831591e-01 8.188009e-01 8.813206e-01
log_lik[1377] 9.636657e-01 9.905736e-01 1.043537e+00
log_lik[1378] 7.725311e-01 8.063522e-01 8.709145e-01
log_lik[1379] 1.137265e+00 1.157720e+00 1.195281e+00
log_lik[1380] 9.459603e-01 9.822972e-01 1.047214e+00
log_lik[1381] 4.625421e-01 5.113350e-01 5.924114e-01
log_lik[1382] 1.886440e-01 2.313421e-01 3.128561e-01
log_lik[1383] 8.702137e-01 9.070026e-01 9.750557e-01
log_lik[1384] 1.134328e+00 1.154964e+00 1.192450e+00
log_lik[1385] 1.062964e+00 1.088458e+00 1.135330e+00
log_lik[1386] 4.046733e-01 4.442378e-01 5.091932e-01
log_lik[1387] 1.014425e+00 1.038078e+00 1.082113e+00
log_lik[1388] 1.083512e+00 1.104430e+00 1.146871e+00
log_lik[1389] 1.007590e+00 1.039035e+00 1.086658e+00
log_lik[1390] 1.124409e+00 1.145433e+00 1.183390e+00
log_lik[1391] 1.114678e+00 1.137409e+00 1.176359e+00
log_lik[1392] 1.115232e+00 1.135886e+00 1.174919e+00
log_lik[1393] 1.131354e+00 1.153580e+00 1.195175e+00
log_lik[1394] 5.179618e-01 5.622057e-01 6.364689e-01
log_lik[1395] 7.758306e-01 8.111453e-01 8.731553e-01
log_lik[1396] -1.960670e-01 -1.389643e-01 -2.775313e-02
log_lik[1397] -9.325482e-02 -4.535386e-02 4.616423e-02
log_lik[1398] -4.696058e-01 -4.217668e-01 -3.395170e-01
log_lik[1399] -1.817985e+00 -1.751870e+00 -1.611239e+00
log_lik[1400] 7.327081e-01 7.702326e-01 8.324810e-01
log_lik[1401] -9.293731e-01 -8.767161e-01 -7.754883e-01
log_lik[1402] 9.539545e-01 9.852252e-01 1.040921e+00
log_lik[1403] -2.049183e-01 -1.649021e-01 -8.947985e-02
log_lik[1404] 8.181924e-01 8.475387e-01 9.036858e-01
log_lik[1405] 1.123399e+00 1.145386e+00 1.186948e+00
log_lik[1406] 9.740916e-01 1.001058e+00 1.051872e+00
log_lik[1407] 8.451352e-01 8.718067e-01 9.198362e-01
log_lik[1408] 1.138448e+00 1.159014e+00 1.197753e+00
log_lik[1409] 1.076514e+00 1.098487e+00 1.144378e+00
log_lik[1410] -1.838231e+00 -1.791202e+00 -1.697866e+00
log_lik[1411] 1.136604e+00 1.157654e+00 1.197326e+00
log_lik[1412] -1.046311e-01 -4.594161e-02 4.523468e-02
log_lik[1413] -1.097233e+00 -1.057721e+00 -9.768543e-01
log_lik[1414] 5.889290e-02 1.739902e-01 3.793204e-01
log_lik[1415] -3.563656e+00 -3.474455e+00 -3.327596e+00
log_lik[1416] -7.152770e-01 -6.670965e-01 -5.737183e-01
log_lik[1417] -3.125246e-01 -2.726046e-01 -1.930318e-01
log_lik[1418] 8.453480e-01 8.903026e-01 9.733818e-01
log_lik[1419] -2.414371e+00 -2.331928e+00 -2.186293e+00
log_lik[1420] 1.110773e+00 1.135468e+00 1.179122e+00
log_lik[1421] -5.322881e-01 -4.900113e-01 -4.037839e-01
log_lik[1422] 6.028382e-01 6.480287e-01 7.386777e-01
log_lik[1423] -8.031457e-01 -7.436961e-01 -6.264834e-01
log_lik[1424] -6.597431e+00 -6.427852e+00 -6.120825e+00
log_lik[1425] -3.964614e+00 -3.850126e+00 -3.652406e+00
log_lik[1426] -2.984666e-01 -2.309372e-01 -9.199831e-02
log_lik[1427] 7.940307e-01 9.366781e-01 1.101563e+00
log_lik[1428] -1.002355e+00 -8.665706e-01 -5.856073e-01
log_lik[1429] 7.607862e-01 8.173469e-01 9.292985e-01
log_lik[1430] 7.079696e-01 7.560491e-01 8.419251e-01
log_lik[1431] -1.453958e-01 -4.950463e-02 1.252937e-01
log_lik[1432] 6.563634e-01 7.577592e-01 9.416730e-01
log_lik[1433] -2.505799e+00 -2.412804e+00 -2.225452e+00
log_lik[1434] 1.054525e+00 1.084882e+00 1.142207e+00
log_lik[1435] 2.894424e-01 3.683384e-01 5.034056e-01
log_lik[1436] 8.886277e-01 9.463195e-01 1.037435e+00
log_lik[1437] 1.066256e+00 1.093697e+00 1.146991e+00
log_lik[1438] -4.951098e-01 -3.898972e-01 -1.763548e-01
log_lik[1439] -1.169694e-01 -4.292718e-02 8.643741e-02
log_lik[1440] 4.847623e-01 5.356349e-01 6.370895e-01
log_lik[1441] 9.222785e-01 9.676976e-01 1.041826e+00
log_lik[1442] 1.095391e+00 1.125080e+00 1.177208e+00
log_lik[1443] 6.595106e-01 7.129871e-01 8.059428e-01
log_lik[1444] 2.295860e-01 3.212613e-01 4.843606e-01
log_lik[1445] -5.508866e-01 -4.729675e-01 -3.013204e-01
log_lik[1446] 9.845671e-01 1.027659e+00 1.096600e+00
log_lik[1447] -4.939249e-02 5.921204e-02 2.687266e-01
log_lik[1448] 6.044720e-01 6.467024e-01 7.266167e-01
log_lik[1449] -6.876833e-01 -6.421758e-01 -5.545105e-01
log_lik[1450] -5.624108e+00 -5.489789e+00 -5.241001e+00
log_lik[1451] 8.429551e-01 9.460657e-01 1.080769e+00
log_lik[1452] 1.041815e+00 1.077446e+00 1.136696e+00
log_lik[1453] 9.501407e-02 1.385895e-01 2.201442e-01
log_lik[1454] 3.957277e-01 4.619114e-01 5.820547e-01
log_lik[1455] -1.080774e+00 -9.841161e-01 -8.127677e-01
log_lik[1456] 1.071472e+00 1.099954e+00 1.151536e+00
log_lik[1457] 4.027458e-01 4.853006e-01 6.405808e-01
log_lik[1458] 3.823683e-01 4.313954e-01 5.225478e-01
log_lik[1459] 7.569740e-01 8.261633e-01 9.414884e-01
log_lik[1460] -4.156328e+00 -4.068642e+00 -3.909691e+00
y_hat 1.230205e+01 1.238967e+01 1.268337e+01
lp__ 1.326359e+03 1.327656e+03 1.329255e+03
, , chains = chain:4
stats
parameter mean sd 2.5% 25%
alpha 1.230533e+01 0.004027207 1.229756e+01 1.230272e+01
beta[1] 6.264393e-01 0.096506393 4.382276e-01 5.583772e-01
beta[2] 6.607962e-01 0.112929773 4.361414e-01 5.869839e-01
beta[3] 1.904242e+00 0.120303708 1.667771e+00 1.823245e+00
beta_mu[1] 1.126862e+00 17.259065180 -3.239923e+01 -1.055274e+01
beta_mu[2] 6.548098e-01 16.590169729 -3.121126e+01 -1.071419e+01
beta_mu[3] 1.791351e+00 16.937761476 -3.126738e+01 -9.555149e+00
sigma 1.161395e-01 0.003827591 1.085369e-01 1.133680e-01
nu 2.696941e+00 0.206155482 2.323034e+00 2.554099e+00
mu[1] 1.651804e+01 0.008105253 1.650236e+01 1.651248e+01
mu[2] 1.685622e+01 0.008748671 1.683928e+01 1.685010e+01
mu[3] 1.641259e+01 0.009890036 1.639437e+01 1.640551e+01
mu[4] 1.709893e+01 0.009011721 1.708148e+01 1.709289e+01
mu[5] 1.715274e+01 0.018812431 1.711642e+01 1.713959e+01
mu[6] 1.769473e+01 0.011340023 1.767298e+01 1.768729e+01
mu[7] 1.735211e+01 0.016079395 1.732049e+01 1.734100e+01
mu[8] 1.763613e+01 0.021353781 1.759475e+01 1.762161e+01
mu[9] 1.735272e+01 0.009120743 1.733495e+01 1.734648e+01
mu[10] 1.780519e+01 0.009710812 1.778603e+01 1.779867e+01
mu[11] 1.801521e+01 0.009757002 1.799617e+01 1.800862e+01
mu[12] 1.914840e+01 0.011767484 1.912548e+01 1.914051e+01
mu[13] 1.895707e+01 0.010629031 1.893687e+01 1.894980e+01
mu[14] 1.843064e+01 0.010586278 1.841010e+01 1.842350e+01
mu[15] 1.750567e+01 0.022243843 1.746254e+01 1.749081e+01
mu[16] 1.688516e+01 0.008327500 1.686929e+01 1.687961e+01
mu[17] 1.720056e+01 0.014341235 1.717251e+01 1.719060e+01
mu[18] 1.746826e+01 0.010254724 1.744771e+01 1.746148e+01
mu[19] 1.719999e+01 0.009132378 1.718301e+01 1.719359e+01
mu[20] 1.648299e+01 0.010518805 1.646318e+01 1.647575e+01
mu[21] 1.624284e+01 0.008418508 1.622731e+01 1.623697e+01
mu[22] 1.638815e+01 0.007517146 1.637379e+01 1.638311e+01
mu[23] 1.634511e+01 0.008736148 1.632921e+01 1.633903e+01
mu[24] 1.683939e+01 0.008318588 1.682342e+01 1.683379e+01
mu[25] 1.693179e+01 0.008431665 1.691549e+01 1.692597e+01
mu[26] 1.618902e+01 0.011129031 1.616697e+01 1.618143e+01
mu[27] 1.606067e+01 0.010112161 1.604159e+01 1.605361e+01
mu[28] 1.584659e+01 0.013043995 1.582172e+01 1.583753e+01
mu[29] 1.543816e+01 0.006704095 1.542526e+01 1.543348e+01
mu[30] 1.523840e+01 0.008502207 1.522217e+01 1.523263e+01
mu[31] 1.531745e+01 0.010600964 1.529627e+01 1.531046e+01
mu[32] 1.467601e+01 0.009412178 1.465865e+01 1.466954e+01
mu[33] 1.415262e+01 0.006605294 1.413961e+01 1.414812e+01
mu[34] 1.393589e+01 0.005411219 1.392563e+01 1.393210e+01
mu[35] 1.322632e+01 0.016904721 1.319374e+01 1.321422e+01
mu[36] 1.317199e+01 0.006055515 1.316019e+01 1.316799e+01
mu[37] 1.361241e+01 0.008196643 1.359676e+01 1.360697e+01
mu[38] 1.481180e+01 0.021087017 1.476980e+01 1.479778e+01
mu[39] 1.522429e+01 0.006426399 1.521213e+01 1.522000e+01
mu[40] 1.479096e+01 0.007122665 1.477725e+01 1.478634e+01
mu[41] 1.468707e+01 0.005915390 1.467581e+01 1.468289e+01
mu[42] 1.489576e+01 0.007003129 1.488213e+01 1.489141e+01
mu[43] 1.475417e+01 0.005728823 1.474352e+01 1.475022e+01
mu[44] 1.522776e+01 0.009262335 1.521034e+01 1.522139e+01
mu[45] 1.463151e+01 0.007183425 1.461775e+01 1.462653e+01
mu[46] 1.376791e+01 0.008457109 1.375234e+01 1.376196e+01
mu[47] 1.360672e+01 0.009003595 1.358848e+01 1.360074e+01
mu[48] 1.380751e+01 0.006592668 1.379487e+01 1.380296e+01
mu[49] 1.450028e+01 0.009621110 1.448177e+01 1.449378e+01
mu[50] 1.493889e+01 0.009090084 1.492142e+01 1.493274e+01
mu[51] 1.501364e+01 0.008940815 1.499630e+01 1.500782e+01
mu[52] 1.440308e+01 0.009710186 1.438344e+01 1.439659e+01
mu[53] 1.424264e+01 0.005499063 1.423233e+01 1.423880e+01
mu[54] 1.432359e+01 0.005725149 1.431291e+01 1.431975e+01
mu[55] 1.423827e+01 0.009552265 1.421967e+01 1.423203e+01
mu[56] 1.432677e+01 0.005471464 1.431645e+01 1.432291e+01
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mu[993] 1.261604e+01 0.004770785 1.260655e+01 1.261293e+01
mu[994] 1.265307e+01 0.005325404 1.264299e+01 1.264945e+01
mu[995] 1.259549e+01 0.005235021 1.258537e+01 1.259204e+01
mu[996] 1.236137e+01 0.006161724 1.234945e+01 1.235727e+01
mu[997] 1.241982e+01 0.004938089 1.241011e+01 1.241649e+01
mu[998] 1.214558e+01 0.004042437 1.213775e+01 1.214290e+01
mu[999] 1.210451e+01 0.006005356 1.209276e+01 1.210052e+01
mu[1000] 1.227680e+01 0.005207267 1.226646e+01 1.227327e+01
mu[1001] 1.224972e+01 0.006721648 1.223643e+01 1.224531e+01
mu[1002] 1.183256e+01 0.005981027 1.182078e+01 1.182841e+01
mu[1003] 1.225110e+01 0.006650364 1.223826e+01 1.224676e+01
mu[1004] 1.202241e+01 0.004618361 1.201347e+01 1.201926e+01
mu[1005] 1.173166e+01 0.005447240 1.172067e+01 1.172793e+01
mu[1006] 1.172886e+01 0.008334602 1.171291e+01 1.172345e+01
mu[1007] 1.192384e+01 0.008155326 1.190820e+01 1.191841e+01
mu[1008] 1.161112e+01 0.010080138 1.159107e+01 1.160428e+01
mu[1009] 1.156815e+01 0.004365429 1.155970e+01 1.156526e+01
mu[1010] 1.146549e+01 0.004583867 1.145642e+01 1.146246e+01
mu[1011] 1.129150e+01 0.004158906 1.128324e+01 1.128883e+01
mu[1012] 1.055188e+01 0.019826791 1.051276e+01 1.053803e+01
mu[1013] 1.038658e+01 0.004468362 1.037779e+01 1.038359e+01
mu[1014] 1.042899e+01 0.004914305 1.041920e+01 1.042571e+01
mu[1015] 1.035111e+01 0.004443372 1.034261e+01 1.034809e+01
mu[1016] 1.026891e+01 0.005635958 1.025803e+01 1.026482e+01
mu[1017] 1.020059e+01 0.004873698 1.019125e+01 1.019724e+01
mu[1018] 1.027449e+01 0.011816593 1.025130e+01 1.026645e+01
mu[1019] 1.053623e+01 0.015178200 1.050735e+01 1.052548e+01
mu[1020] 1.078732e+01 0.007945427 1.077172e+01 1.078184e+01
mu[1021] 1.109396e+01 0.005133959 1.108422e+01 1.109050e+01
mu[1022] 1.107402e+01 0.005369707 1.106359e+01 1.107030e+01
mu[1023] 1.072472e+01 0.005331399 1.071398e+01 1.072107e+01
mu[1024] 1.079446e+01 0.005060233 1.078511e+01 1.079089e+01
mu[1025] 1.130573e+01 0.005652038 1.129479e+01 1.130198e+01
mu[1026] 1.069966e+01 0.013059317 1.067369e+01 1.069065e+01
mu[1027] 1.070319e+01 0.005121472 1.069337e+01 1.069972e+01
mu[1028] 1.052268e+01 0.006703618 1.051010e+01 1.051807e+01
mu[1029] 1.067046e+01 0.008109998 1.065452e+01 1.066481e+01
mu[1030] 1.057315e+01 0.006549873 1.056061e+01 1.056875e+01
mu[1031] 1.048136e+01 0.004894151 1.047243e+01 1.047812e+01
mu[1032] 1.057664e+01 0.005226916 1.056634e+01 1.057318e+01
mu[1033] 1.069831e+01 0.006638464 1.068583e+01 1.069389e+01
mu[1034] 1.077070e+01 0.004334817 1.076241e+01 1.076778e+01
mu[1035] 1.071895e+01 0.005450448 1.070851e+01 1.071530e+01
mu[1036] 1.065198e+01 0.004421362 1.064316e+01 1.064894e+01
mu[1037] 1.086064e+01 0.004678606 1.085204e+01 1.085752e+01
mu[1038] 1.129029e+01 0.009315760 1.127264e+01 1.128396e+01
mu[1039] 1.146723e+01 0.005399031 1.145664e+01 1.146364e+01
mu[1040] 1.145383e+01 0.005261036 1.144357e+01 1.145031e+01
mu[1041] 1.132085e+01 0.004820948 1.131153e+01 1.131769e+01
mu[1042] 1.092779e+01 0.006745672 1.091465e+01 1.092308e+01
mu[1043] 1.088699e+01 0.004530601 1.087847e+01 1.088395e+01
mu[1044] 1.073613e+01 0.006099638 1.072399e+01 1.073189e+01
mu[1045] 1.096952e+01 0.009685079 1.095068e+01 1.096283e+01
mu[1046] 1.080794e+01 0.004578992 1.079887e+01 1.080490e+01
mu[1047] 1.069260e+01 0.007035863 1.067918e+01 1.068780e+01
mu[1048] 1.067386e+01 0.005012545 1.066404e+01 1.067047e+01
mu[1049] 1.058856e+01 0.005047489 1.057864e+01 1.058527e+01
mu[1050] 1.058578e+01 0.004880152 1.057653e+01 1.058250e+01
mu[1051] 1.080483e+01 0.005359398 1.079486e+01 1.080111e+01
mu[1052] 1.057550e+01 0.004847937 1.056596e+01 1.057208e+01
mu[1053] 1.022457e+01 0.005642617 1.021320e+01 1.022057e+01
mu[1054] 1.016167e+01 0.006562059 1.014918e+01 1.015715e+01
mu[1055] 1.012629e+01 0.005194811 1.011569e+01 1.012265e+01
mu[1056] 9.868844e+00 0.007970539 9.852790e+00 9.863173e+00
mu[1057] 1.007175e+01 0.006922046 1.005878e+01 1.006703e+01
mu[1058] 1.004925e+01 0.004995086 1.003958e+01 1.004580e+01
mu[1059] 9.730748e+00 0.005183333 9.721034e+00 9.727162e+00
mu[1060] 9.406034e+00 0.007078791 9.391752e+00 9.401177e+00
mu[1061] 8.774701e+00 0.006862365 8.761361e+00 8.770092e+00
mu[1062] 8.616462e+00 0.008682883 8.599210e+00 8.610484e+00
mu[1063] 8.895939e+00 0.005826221 8.885231e+00 8.891812e+00
mu[1064] 9.217707e+00 0.008637977 9.200955e+00 9.211963e+00
mu[1065] 9.183630e+00 0.005669497 9.173012e+00 9.179591e+00
mu[1066] 8.733069e+00 0.005924459 8.721917e+00 8.728873e+00
mu[1067] 8.709729e+00 0.005839801 8.698521e+00 8.705621e+00
mu[1068] 9.453003e+00 0.016259515 9.419989e+00 9.441625e+00
mu[1069] 9.440199e+00 0.005181587 9.430613e+00 9.436516e+00
mu[1070] 9.528138e+00 0.006463831 9.516003e+00 9.523629e+00
mu[1071] 9.421096e+00 0.006231917 9.409744e+00 9.416644e+00
mu[1072] 8.967406e+00 0.007076408 8.954083e+00 8.962462e+00
mu[1073] 8.781461e+00 0.005622909 8.770950e+00 8.777393e+00
mu[1074] 8.965260e+00 0.005752815 8.954639e+00 8.961179e+00
mu[1075] 9.086323e+00 0.007893683 9.071673e+00 9.080830e+00
mu[1076] 9.467147e+00 0.007965492 9.451356e+00 9.461673e+00
mu[1077] 9.326449e+00 0.006013758 9.314671e+00 9.322161e+00
mu[1078] 9.059584e+00 0.006277756 9.047938e+00 9.055304e+00
mu[1079] 8.978425e+00 0.006844201 8.965424e+00 8.973799e+00
mu[1080] 8.637612e+00 0.007814627 8.622557e+00 8.632312e+00
mu[1081] 8.880508e+00 0.005539126 8.870134e+00 8.876549e+00
mu[1082] 8.871991e+00 0.005847102 8.860582e+00 8.867775e+00
mu[1083] 9.104082e+00 0.009171753 9.085913e+00 9.098099e+00
mu[1084] 9.113036e+00 0.005704305 9.102605e+00 9.109028e+00
mu[1085] 8.927597e+00 0.005995943 8.916367e+00 8.923327e+00
mu[1086] 8.850022e+00 0.007774151 8.835141e+00 8.844522e+00
mu[1087] 8.679002e+00 0.005998893 8.667230e+00 8.674910e+00
mu[1088] 8.560999e+00 0.006913424 8.548061e+00 8.556087e+00
mu[1089] 8.682126e+00 0.007330909 8.668601e+00 8.676936e+00
mu[1090] 8.473108e+00 0.006197397 8.461556e+00 8.468638e+00
mu[1091] 8.057014e+00 0.010649280 8.037649e+00 8.049167e+00
mu[1092] 7.776940e+00 0.009156090 7.758847e+00 7.770493e+00
mu[1093] 7.852640e+00 0.007079928 7.839539e+00 7.847672e+00
mu[1094] 7.790750e+00 0.006724345 7.777723e+00 7.785813e+00
mu[1095] 8.855125e+00 0.012113869 8.832197e+00 8.846741e+00
mu[1096] 8.995606e+00 0.007296315 8.981286e+00 8.990829e+00
mu[1097] 9.035738e+00 0.025109488 8.985842e+00 9.018524e+00
mu[1098] 8.896559e+00 0.006451077 8.884388e+00 8.892038e+00
mu[1099] 8.875690e+00 0.005915123 8.864634e+00 8.871452e+00
mu[1100] 8.762585e+00 0.007100420 8.749314e+00 8.757563e+00
mu[1101] 8.808461e+00 0.006222265 8.796672e+00 8.804124e+00
mu[1102] 8.760392e+00 0.008456412 8.744318e+00 8.754550e+00
mu[1103] 8.553675e+00 0.006603775 8.541219e+00 8.549093e+00
stats
parameter 50% 75% 97.5%
alpha 1.230541e+01 1.230790e+01 1.231345e+01
beta[1] 6.268597e-01 6.952891e-01 8.103628e-01
beta[2] 6.586892e-01 7.381872e-01 8.870313e-01
beta[3] 1.903202e+00 1.986396e+00 2.143659e+00
beta_mu[1] 4.811995e-01 1.279986e+01 3.489866e+01
beta_mu[2] 1.237731e+00 1.180443e+01 3.417891e+01
beta_mu[3] 1.971240e+00 1.274624e+01 3.536014e+01
sigma 1.160527e-01 1.187351e-01 1.237605e-01
nu 2.683366e+00 2.827126e+00 3.129365e+00
mu[1] 1.651805e+01 1.652364e+01 1.653393e+01
mu[2] 1.685648e+01 1.686221e+01 1.687383e+01
mu[3] 1.641269e+01 1.641929e+01 1.643268e+01
mu[4] 1.709859e+01 1.710531e+01 1.711634e+01
mu[5] 1.715266e+01 1.716573e+01 1.719013e+01
mu[6] 1.769461e+01 1.770231e+01 1.771697e+01
mu[7] 1.735258e+01 1.736313e+01 1.738393e+01
mu[8] 1.763631e+01 1.765075e+01 1.767820e+01
mu[9] 1.735276e+01 1.735912e+01 1.737040e+01
mu[10] 1.780493e+01 1.781215e+01 1.782390e+01
mu[11] 1.801507e+01 1.802221e+01 1.803369e+01
mu[12] 1.914821e+01 1.915692e+01 1.917095e+01
mu[13] 1.895731e+01 1.896419e+01 1.897791e+01
mu[14] 1.843089e+01 1.843804e+01 1.845136e+01
mu[15] 1.750555e+01 1.752104e+01 1.754911e+01
mu[16] 1.688514e+01 1.689096e+01 1.690078e+01
mu[17] 1.720081e+01 1.721018e+01 1.722842e+01
mu[18] 1.746806e+01 1.747534e+01 1.748833e+01
mu[19] 1.720008e+01 1.720594e+01 1.721823e+01
mu[20] 1.648273e+01 1.649005e+01 1.650333e+01
mu[21] 1.624269e+01 1.624847e+01 1.625863e+01
mu[22] 1.638825e+01 1.639334e+01 1.640322e+01
mu[23] 1.634523e+01 1.635095e+01 1.636266e+01
mu[24] 1.683926e+01 1.684541e+01 1.685555e+01
mu[25] 1.693191e+01 1.693770e+01 1.694816e+01
mu[26] 1.618890e+01 1.619651e+01 1.621101e+01
mu[27] 1.606093e+01 1.606742e+01 1.608039e+01
mu[28] 1.584644e+01 1.585549e+01 1.587307e+01
mu[29] 1.543817e+01 1.544279e+01 1.545176e+01
mu[30] 1.523806e+01 1.524433e+01 1.525536e+01
mu[31] 1.531761e+01 1.532448e+01 1.533865e+01
mu[32] 1.467605e+01 1.468229e+01 1.469440e+01
mu[33] 1.415242e+01 1.415706e+01 1.416549e+01
mu[34] 1.393585e+01 1.393961e+01 1.394666e+01
mu[35] 1.322608e+01 1.323792e+01 1.325928e+01
mu[36] 1.317181e+01 1.317599e+01 1.318416e+01
mu[37] 1.361207e+01 1.361811e+01 1.362802e+01
mu[38] 1.481123e+01 1.482605e+01 1.485280e+01
mu[39] 1.522421e+01 1.522856e+01 1.523710e+01
mu[40] 1.479087e+01 1.479566e+01 1.480516e+01
mu[41] 1.468706e+01 1.469112e+01 1.469878e+01
mu[42] 1.489557e+01 1.490040e+01 1.490982e+01
mu[43] 1.475409e+01 1.475801e+01 1.476526e+01
mu[44] 1.522750e+01 1.523410e+01 1.524639e+01
mu[45] 1.463158e+01 1.463624e+01 1.464622e+01
mu[46] 1.376794e+01 1.377350e+01 1.378472e+01
mu[47] 1.360662e+01 1.361274e+01 1.362453e+01
mu[48] 1.380748e+01 1.381173e+01 1.382091e+01
mu[49] 1.449990e+01 1.450677e+01 1.451928e+01
mu[50] 1.493910e+01 1.494467e+01 1.495744e+01
mu[51] 1.501329e+01 1.501978e+01 1.503155e+01
mu[52] 1.440305e+01 1.440950e+01 1.442223e+01
mu[53] 1.424257e+01 1.424639e+01 1.425366e+01
mu[54] 1.432354e+01 1.432742e+01 1.433500e+01
mu[55] 1.423801e+01 1.424496e+01 1.425742e+01
mu[56] 1.432681e+01 1.433034e+01 1.433815e+01
mu[57] 1.450395e+01 1.450998e+01 1.452189e+01
mu[58] 1.471717e+01 1.472104e+01 1.472894e+01
mu[59] 1.412135e+01 1.412547e+01 1.413378e+01
mu[60] 1.394832e+01 1.395231e+01 1.395996e+01
mu[61] 1.308102e+01 1.309310e+01 1.311704e+01
mu[62] 1.303961e+01 1.304332e+01 1.305125e+01
mu[63] 1.416502e+01 1.416943e+01 1.417752e+01
mu[64] 1.397929e+01 1.398319e+01 1.399052e+01
mu[65] 1.357665e+01 1.358074e+01 1.358952e+01
mu[66] 1.328353e+01 1.328719e+01 1.329419e+01
mu[67] 1.338858e+01 1.339190e+01 1.339892e+01
mu[68] 1.355929e+01 1.356290e+01 1.357071e+01
mu[69] 1.387589e+01 1.388153e+01 1.389389e+01
mu[70] 1.402810e+01 1.403270e+01 1.404151e+01
mu[71] 1.381890e+01 1.382412e+01 1.383416e+01
mu[72] 1.289460e+01 1.290191e+01 1.291498e+01
mu[73] 1.234739e+01 1.235053e+01 1.235712e+01
mu[74] 1.226334e+01 1.226614e+01 1.227189e+01
mu[75] 1.219200e+01 1.219496e+01 1.220213e+01
mu[76] 1.292907e+01 1.293388e+01 1.294231e+01
mu[77] 1.295643e+01 1.295933e+01 1.296567e+01
mu[78] 1.285653e+01 1.285948e+01 1.286621e+01
mu[79] 1.240205e+01 1.240558e+01 1.241217e+01
mu[80] 1.238499e+01 1.238958e+01 1.239841e+01
mu[81] 1.234171e+01 1.234446e+01 1.235045e+01
mu[82] 1.249754e+01 1.250030e+01 1.250621e+01
mu[83] 1.269135e+01 1.269494e+01 1.270174e+01
mu[84] 1.295162e+01 1.295645e+01 1.296763e+01
mu[85] 1.261325e+01 1.261699e+01 1.262377e+01
mu[86] 1.209746e+01 1.210317e+01 1.211291e+01
mu[87] 1.283702e+01 1.284321e+01 1.285479e+01
mu[88] 1.312161e+01 1.312480e+01 1.313196e+01
mu[89] 1.307752e+01 1.308180e+01 1.309008e+01
mu[90] 1.379739e+01 1.380476e+01 1.381754e+01
mu[91] 1.380711e+01 1.381119e+01 1.381834e+01
mu[92] 1.345694e+01 1.346032e+01 1.346669e+01
mu[93] 1.314228e+01 1.314541e+01 1.315143e+01
mu[94] 1.338105e+01 1.338471e+01 1.339216e+01
mu[95] 1.338545e+01 1.338972e+01 1.339811e+01
mu[96] 1.359259e+01 1.359742e+01 1.360651e+01
mu[97] 1.374470e+01 1.374831e+01 1.375578e+01
mu[98] 1.349553e+01 1.349993e+01 1.350855e+01
mu[99] 1.302810e+01 1.303143e+01 1.303818e+01
mu[100] 1.280798e+01 1.281076e+01 1.281699e+01
mu[101] 1.278170e+01 1.278771e+01 1.279962e+01
mu[102] 1.318761e+01 1.319192e+01 1.320093e+01
mu[103] 1.414585e+01 1.414941e+01 1.415698e+01
mu[104] 1.369829e+01 1.370588e+01 1.372243e+01
mu[105] 1.346578e+01 1.347006e+01 1.347906e+01
mu[106] 1.336952e+01 1.337335e+01 1.338101e+01
mu[107] 1.288184e+01 1.288530e+01 1.289168e+01
mu[108] 1.294463e+01 1.294841e+01 1.295611e+01
mu[109] 1.347977e+01 1.348418e+01 1.349251e+01
mu[110] 1.341028e+01 1.341562e+01 1.342614e+01
mu[111] 1.285896e+01 1.286253e+01 1.286976e+01
mu[112] 1.279482e+01 1.279914e+01 1.280762e+01
mu[113] 1.186928e+01 1.187613e+01 1.188841e+01
mu[114] 1.138400e+01 1.138679e+01 1.139236e+01
mu[115] 1.156957e+01 1.157381e+01 1.158310e+01
mu[116] 1.209930e+01 1.210667e+01 1.211952e+01
mu[117] 1.208615e+01 1.209165e+01 1.210153e+01
mu[118] 1.167271e+01 1.167579e+01 1.168200e+01
mu[119] 1.154503e+01 1.154805e+01 1.155438e+01
mu[120] 1.119622e+01 1.119925e+01 1.120465e+01
mu[121] 1.117040e+01 1.117357e+01 1.117951e+01
mu[122] 1.161804e+01 1.162201e+01 1.162928e+01
mu[123] 1.198119e+01 1.198446e+01 1.199115e+01
mu[124] 1.208140e+01 1.208385e+01 1.208925e+01
mu[125] 1.197079e+01 1.197737e+01 1.199151e+01
mu[126] 1.147232e+01 1.147703e+01 1.148553e+01
mu[127] 1.110853e+01 1.111284e+01 1.112172e+01
mu[128] 1.123279e+01 1.123637e+01 1.124238e+01
mu[129] 1.129417e+01 1.129877e+01 1.130761e+01
mu[130] 1.147644e+01 1.147954e+01 1.148579e+01
mu[131] 1.144314e+01 1.144591e+01 1.145126e+01
mu[132] 1.085997e+01 1.086383e+01 1.087141e+01
mu[133] 1.056496e+01 1.056938e+01 1.057817e+01
mu[134] 1.069411e+01 1.069700e+01 1.070326e+01
mu[135] 1.090794e+01 1.091104e+01 1.091620e+01
mu[136] 1.078326e+01 1.078652e+01 1.079321e+01
mu[137] 1.153806e+01 1.154347e+01 1.155481e+01
mu[138] 1.151167e+01 1.151635e+01 1.152464e+01
mu[139] 1.107979e+01 1.108252e+01 1.108799e+01
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mu[983] 1.153852e+01 1.154122e+01 1.154669e+01
mu[984] 1.150118e+01 1.150392e+01 1.150949e+01
mu[985] 1.176461e+01 1.176877e+01 1.177717e+01
mu[986] 1.170208e+01 1.170494e+01 1.171074e+01
mu[987] 1.166621e+01 1.166906e+01 1.167567e+01
mu[988] 1.163252e+01 1.163690e+01 1.164600e+01
mu[989] 1.216618e+01 1.217292e+01 1.218734e+01
mu[990] 1.280551e+01 1.281014e+01 1.282048e+01
mu[991] 1.283289e+01 1.283879e+01 1.284999e+01
mu[992] 1.272112e+01 1.272380e+01 1.272982e+01
mu[993] 1.261597e+01 1.261928e+01 1.262572e+01
mu[994] 1.265297e+01 1.265662e+01 1.266364e+01
mu[995] 1.259558e+01 1.259899e+01 1.260626e+01
mu[996] 1.236137e+01 1.236533e+01 1.237398e+01
mu[997] 1.241970e+01 1.242299e+01 1.243038e+01
mu[998] 1.214566e+01 1.214818e+01 1.215386e+01
mu[999] 1.210445e+01 1.210846e+01 1.211633e+01
mu[1000] 1.227669e+01 1.228026e+01 1.228705e+01
mu[1001] 1.224970e+01 1.225416e+01 1.226356e+01
mu[1002] 1.183254e+01 1.183669e+01 1.184411e+01
mu[1003] 1.225094e+01 1.225569e+01 1.226416e+01
mu[1004] 1.202241e+01 1.202536e+01 1.203190e+01
mu[1005] 1.173161e+01 1.173530e+01 1.174235e+01
mu[1006] 1.172902e+01 1.173451e+01 1.174581e+01
mu[1007] 1.192393e+01 1.192941e+01 1.194056e+01
mu[1008] 1.161123e+01 1.161797e+01 1.163133e+01
mu[1009] 1.156812e+01 1.157103e+01 1.157689e+01
mu[1010] 1.146553e+01 1.146856e+01 1.147454e+01
mu[1011] 1.129145e+01 1.129435e+01 1.129947e+01
mu[1012] 1.055161e+01 1.056563e+01 1.058974e+01
mu[1013] 1.038664e+01 1.038965e+01 1.039541e+01
mu[1014] 1.042899e+01 1.043248e+01 1.043844e+01
mu[1015] 1.035110e+01 1.035418e+01 1.035992e+01
mu[1016] 1.026885e+01 1.027310e+01 1.027978e+01
mu[1017] 1.020057e+01 1.020415e+01 1.020989e+01
mu[1018] 1.027411e+01 1.028254e+01 1.029778e+01
mu[1019] 1.053637e+01 1.054664e+01 1.056597e+01
mu[1020] 1.078726e+01 1.079266e+01 1.080226e+01
mu[1021] 1.109400e+01 1.109743e+01 1.110433e+01
mu[1022] 1.107400e+01 1.107796e+01 1.108433e+01
mu[1023] 1.072460e+01 1.072841e+01 1.073505e+01
mu[1024] 1.079437e+01 1.079779e+01 1.080466e+01
mu[1025] 1.130576e+01 1.130947e+01 1.131707e+01
mu[1026] 1.069989e+01 1.070848e+01 1.072489e+01
mu[1027] 1.070307e+01 1.070683e+01 1.071283e+01
mu[1028] 1.052238e+01 1.052718e+01 1.053599e+01
mu[1029] 1.067038e+01 1.067590e+01 1.068593e+01
mu[1030] 1.057314e+01 1.057744e+01 1.058626e+01
mu[1031] 1.048133e+01 1.048451e+01 1.049129e+01
mu[1032] 1.057662e+01 1.058021e+01 1.058716e+01
mu[1033] 1.069821e+01 1.070260e+01 1.071102e+01
mu[1034] 1.077069e+01 1.077360e+01 1.077938e+01
mu[1035] 1.071892e+01 1.072253e+01 1.073001e+01
mu[1036] 1.065190e+01 1.065502e+01 1.066039e+01
mu[1037] 1.086066e+01 1.086370e+01 1.087018e+01
mu[1038] 1.129052e+01 1.129666e+01 1.130890e+01
mu[1039] 1.146723e+01 1.147094e+01 1.147758e+01
mu[1040] 1.145393e+01 1.145736e+01 1.146439e+01
mu[1041] 1.132086e+01 1.132409e+01 1.133052e+01
mu[1042] 1.092788e+01 1.093246e+01 1.094083e+01
mu[1043] 1.088702e+01 1.088994e+01 1.089619e+01
mu[1044] 1.073611e+01 1.074036e+01 1.074790e+01
mu[1045] 1.096935e+01 1.097622e+01 1.098829e+01
mu[1046] 1.080786e+01 1.081106e+01 1.081714e+01
mu[1047] 1.069277e+01 1.069717e+01 1.070698e+01
mu[1048] 1.067371e+01 1.067727e+01 1.068358e+01
mu[1049] 1.058856e+01 1.059208e+01 1.059838e+01
mu[1050] 1.058584e+01 1.058902e+01 1.059556e+01
mu[1051] 1.080468e+01 1.080827e+01 1.081545e+01
mu[1052] 1.057551e+01 1.057909e+01 1.058451e+01
mu[1053] 1.022471e+01 1.022866e+01 1.023491e+01
mu[1054] 1.016178e+01 1.016607e+01 1.017504e+01
mu[1055] 1.012629e+01 1.012987e+01 1.013596e+01
mu[1056] 9.868844e+00 9.874218e+00 9.884215e+00
mu[1057] 1.007178e+01 1.007633e+01 1.008515e+01
mu[1058] 1.004926e+01 1.005285e+01 1.005867e+01
mu[1059] 9.730810e+00 9.734210e+00 9.741270e+00
mu[1060] 9.406062e+00 9.410847e+00 9.419716e+00
mu[1061] 8.774736e+00 8.779380e+00 8.787961e+00
mu[1062] 8.616535e+00 8.622467e+00 8.633573e+00
mu[1063] 8.895958e+00 8.899864e+00 8.907713e+00
mu[1064] 9.217557e+00 9.223258e+00 9.234928e+00
mu[1065] 9.183354e+00 9.187709e+00 9.195175e+00
mu[1066] 8.732913e+00 8.737211e+00 8.744701e+00
mu[1067] 8.709688e+00 8.713790e+00 8.721026e+00
mu[1068] 9.453034e+00 9.463866e+00 9.485280e+00
mu[1069] 9.440184e+00 9.443685e+00 9.450491e+00
mu[1070] 9.527857e+00 9.532733e+00 9.541325e+00
mu[1071] 9.421030e+00 9.425232e+00 9.433776e+00
mu[1072] 8.967449e+00 8.972142e+00 8.981236e+00
mu[1073] 8.781483e+00 8.785328e+00 8.792375e+00
mu[1074] 8.965283e+00 8.969141e+00 8.976869e+00
mu[1075] 9.086185e+00 9.091481e+00 9.101808e+00
mu[1076] 9.467081e+00 9.472557e+00 9.483141e+00
mu[1077] 9.326520e+00 9.330604e+00 9.337717e+00
mu[1078] 9.059554e+00 9.063687e+00 9.072214e+00
mu[1079] 8.978275e+00 8.983150e+00 8.992319e+00
mu[1080] 8.637578e+00 8.642790e+00 8.653243e+00
mu[1081] 8.880570e+00 8.884352e+00 8.891081e+00
mu[1082] 8.871769e+00 8.876222e+00 8.883053e+00
mu[1083] 9.103861e+00 9.110138e+00 9.122711e+00
mu[1084] 9.113084e+00 9.116724e+00 9.124515e+00
mu[1085] 8.927435e+00 8.931936e+00 8.939728e+00
mu[1086] 8.850145e+00 8.855620e+00 8.864643e+00
mu[1087] 8.678947e+00 8.683223e+00 8.690363e+00
mu[1088] 8.560835e+00 8.565669e+00 8.574814e+00
mu[1089] 8.682124e+00 8.687075e+00 8.696907e+00
mu[1090] 8.473123e+00 8.477278e+00 8.485282e+00
mu[1091] 8.057245e+00 8.064076e+00 8.077428e+00
mu[1092] 7.777107e+00 7.783366e+00 7.794116e+00
mu[1093] 7.852629e+00 7.857437e+00 7.866744e+00
mu[1094] 7.790809e+00 7.795411e+00 7.804019e+00
mu[1095] 8.855201e+00 8.863439e+00 8.878941e+00
mu[1096] 8.995552e+00 9.000660e+00 9.009902e+00
mu[1097] 9.035675e+00 9.052805e+00 9.085400e+00
mu[1098] 8.896641e+00 8.900928e+00 8.909229e+00
mu[1099] 8.875564e+00 8.879701e+00 8.887205e+00
mu[1100] 8.762488e+00 8.767367e+00 8.776788e+00
mu[1101] 8.808411e+00 8.812614e+00 8.821018e+00
mu[1102] 8.760383e+00 8.766002e+00 8.776703e+00
mu[1103] 8.553722e+00 8.558163e+00 8.566855e+00print(sf1, digits=3, prob=c(0.5, 0.67, 0.8, 0.9))Inference for Stan model: 81a88dbf4f0308f17acf72e0271e9d6f.
4 chains, each with iter=2000; warmup=500; thin=1;
post-warmup draws per chain=1500, total post-warmup draws=6000.
mean se_mean sd 50% 67% 80% 90%
alpha 12.305 0.000 0.004 12.305 12.307 12.309 12.310
beta[1] 0.630 0.002 0.098 0.630 0.673 0.714 0.752
beta[2] 0.656 0.002 0.112 0.654 0.705 0.751 0.800
beta[3] 1.906 0.002 0.123 1.904 1.960 2.010 2.063
beta_mu[1] 0.849 0.230 16.726 0.656 8.037 14.953 22.467
beta_mu[2] 0.554 0.225 16.499 0.589 7.572 14.385 21.919
beta_mu[3] 1.502 0.255 17.149 1.506 8.693 15.686 23.716
sigma 0.116 0.000 0.004 0.116 0.118 0.119 0.121
nu 2.701 0.003 0.209 2.689 2.786 2.875 2.972
mu[1] 16.518 0.000 0.008 16.518 16.522 16.525 16.528
mu[2] 16.856 0.000 0.009 16.857 16.860 16.864 16.867
mu[3] 16.413 0.000 0.010 16.413 16.417 16.421 16.425
mu[4] 17.099 0.000 0.009 17.099 17.103 17.106 17.111
mu[5] 17.154 0.000 0.019 17.154 17.162 17.169 17.177
mu[6] 17.695 0.000 0.011 17.695 17.700 17.704 17.709
mu[7] 17.353 0.000 0.016 17.352 17.359 17.366 17.373
mu[8] 17.636 0.000 0.022 17.636 17.646 17.655 17.664
mu[9] 17.353 0.000 0.009 17.353 17.357 17.360 17.364
mu[10] 17.805 0.000 0.010 17.805 17.809 17.813 17.818
mu[11] 18.015 0.000 0.010 18.015 18.019 18.023 18.028
mu[12] 19.149 0.000 0.012 19.148 19.154 19.158 19.164
mu[13] 18.957 0.000 0.010 18.957 18.962 18.966 18.971
mu[14] 18.431 0.000 0.010 18.431 18.435 18.440 18.444
mu[15] 17.507 0.000 0.022 17.507 17.516 17.525 17.535
mu[16] 16.885 0.000 0.008 16.885 16.889 16.892 16.896
mu[17] 17.201 0.000 0.014 17.201 17.207 17.213 17.219
mu[18] 17.468 0.000 0.010 17.468 17.473 17.477 17.482
mu[19] 17.200 0.000 0.009 17.200 17.204 17.208 17.212
mu[20] 16.483 0.000 0.010 16.483 16.488 16.492 16.497
mu[21] 16.243 0.000 0.008 16.243 16.247 16.250 16.254
mu[22] 16.388 0.000 0.007 16.388 16.392 16.394 16.398
mu[23] 16.345 0.000 0.009 16.346 16.349 16.353 16.356
mu[24] 16.839 0.000 0.008 16.839 16.843 16.846 16.850
mu[25] 16.932 0.000 0.008 16.932 16.936 16.939 16.943
mu[26] 16.190 0.000 0.011 16.189 16.194 16.199 16.204
mu[27] 16.060 0.000 0.010 16.060 16.065 16.069 16.073
mu[28] 15.847 0.000 0.013 15.847 15.853 15.858 15.864
mu[29] 15.438 0.000 0.007 15.438 15.441 15.444 15.447
mu[30] 15.238 0.000 0.009 15.238 15.242 15.245 15.249
mu[31] 15.318 0.000 0.010 15.318 15.322 15.326 15.331
mu[32] 14.676 0.000 0.009 14.677 14.681 14.684 14.688
mu[33] 14.153 0.000 0.006 14.153 14.156 14.158 14.161
mu[34] 13.936 0.000 0.005 13.936 13.938 13.941 13.943
mu[35] 13.227 0.000 0.017 13.227 13.235 13.242 13.249
mu[36] 13.172 0.000 0.006 13.172 13.175 13.177 13.180
mu[37] 13.612 0.000 0.008 13.612 13.616 13.619 13.623
mu[38] 14.811 0.000 0.021 14.811 14.820 14.829 14.838
mu[39] 15.224 0.000 0.006 15.224 15.227 15.230 15.233
mu[40] 14.791 0.000 0.007 14.791 14.794 14.797 14.800
mu[41] 14.687 0.000 0.006 14.687 14.690 14.692 14.695
mu[42] 14.896 0.000 0.007 14.896 14.899 14.902 14.905
mu[43] 14.754 0.000 0.006 14.754 14.757 14.759 14.762
mu[44] 15.228 0.000 0.009 15.228 15.232 15.235 15.239
mu[45] 14.632 0.000 0.007 14.632 14.635 14.638 14.641
mu[46] 13.768 0.000 0.008 13.768 13.772 13.775 13.779
mu[47] 13.607 0.000 0.009 13.607 13.611 13.614 13.618
mu[48] 13.807 0.000 0.007 13.807 13.810 13.813 13.816
mu[49] 14.500 0.000 0.010 14.500 14.504 14.508 14.512
mu[50] 14.939 0.000 0.009 14.939 14.943 14.946 14.950
mu[51] 15.013 0.000 0.009 15.013 15.017 15.021 15.025
mu[52] 14.403 0.000 0.010 14.403 14.408 14.411 14.416
mu[53] 14.243 0.000 0.005 14.243 14.245 14.247 14.250
mu[54] 14.324 0.000 0.006 14.323 14.326 14.328 14.331
mu[55] 14.238 0.000 0.010 14.238 14.243 14.246 14.251
mu[56] 14.327 0.000 0.005 14.327 14.329 14.331 14.334
mu[57] 14.504 0.000 0.009 14.504 14.508 14.512 14.516
mu[58] 14.717 0.000 0.006 14.717 14.720 14.722 14.725
mu[59] 14.121 0.000 0.006 14.122 14.124 14.127 14.129
mu[60] 13.949 0.000 0.006 13.948 13.951 13.953 13.956
mu[61] 13.081 0.000 0.018 13.081 13.089 13.096 13.104
mu[62] 13.040 0.000 0.005 13.040 13.042 13.044 13.047
mu[63] 14.165 0.000 0.006 14.165 14.168 14.170 14.173
mu[64] 13.979 0.000 0.005 13.979 13.982 13.984 13.987
mu[65] 13.577 0.000 0.006 13.577 13.580 13.582 13.585
mu[66] 13.284 0.000 0.005 13.284 13.286 13.288 13.290
mu[67] 13.389 0.000 0.005 13.389 13.391 13.393 13.395
mu[68] 13.559 0.000 0.006 13.559 13.562 13.564 13.566
mu[69] 13.876 0.000 0.009 13.876 13.880 13.883 13.887
mu[70] 14.028 0.000 0.007 14.028 14.031 14.034 14.037
mu[71] 13.819 0.000 0.008 13.819 13.822 13.826 13.829
mu[72] 12.895 0.000 0.010 12.895 12.900 12.904 12.908
mu[73] 12.347 0.000 0.005 12.347 12.349 12.351 12.354
mu[74] 12.263 0.000 0.004 12.263 12.265 12.267 12.269
mu[75] 12.192 0.000 0.005 12.192 12.194 12.196 12.198
mu[76] 12.929 0.000 0.007 12.929 12.932 12.935 12.938
mu[77] 12.957 0.000 0.004 12.956 12.958 12.960 12.962
mu[78] 12.857 0.000 0.005 12.857 12.858 12.860 12.863
mu[79] 12.402 0.000 0.005 12.402 12.405 12.407 12.409
mu[80] 12.385 0.000 0.007 12.385 12.388 12.391 12.394
mu[81] 12.342 0.000 0.004 12.342 12.344 12.345 12.347
mu[82] 12.498 0.000 0.004 12.498 12.499 12.501 12.503
mu[83] 12.692 0.000 0.005 12.692 12.694 12.696 12.698
mu[84] 12.951 0.000 0.008 12.952 12.955 12.958 12.962
mu[85] 12.614 0.000 0.005 12.614 12.616 12.618 12.620
mu[86] 12.098 0.000 0.008 12.098 12.102 12.105 12.108
mu[87] 12.838 0.000 0.009 12.838 12.842 12.845 12.849
mu[88] 13.122 0.000 0.005 13.122 13.124 13.126 13.128
mu[89] 13.078 0.000 0.006 13.078 13.080 13.083 13.086
mu[90] 13.798 0.000 0.010 13.798 13.803 13.806 13.811
mu[91] 13.807 0.000 0.006 13.807 13.810 13.812 13.814
mu[92] 13.457 0.000 0.005 13.457 13.459 13.461 13.463
mu[93] 13.142 0.000 0.005 13.142 13.144 13.146 13.148
mu[94] 13.381 0.000 0.005 13.381 13.383 13.386 13.388
mu[95] 13.386 0.000 0.006 13.386 13.388 13.391 13.394
mu[96] 13.593 0.000 0.007 13.593 13.596 13.599 13.602
mu[97] 13.745 0.000 0.005 13.745 13.747 13.749 13.752
mu[98] 13.496 0.000 0.006 13.496 13.499 13.501 13.504
mu[99] 13.028 0.000 0.005 13.028 13.030 13.032 13.034
mu[100] 12.808 0.000 0.004 12.808 12.810 12.812 12.814
mu[101] 12.782 0.000 0.009 12.782 12.786 12.789 12.793
mu[102] 13.188 0.000 0.006 13.188 13.191 13.193 13.196
mu[103] 14.146 0.000 0.005 14.146 14.148 14.150 14.153
mu[104] 13.699 0.000 0.012 13.699 13.704 13.709 13.714
mu[105] 13.466 0.000 0.006 13.466 13.469 13.471 13.474
mu[106] 13.370 0.000 0.006 13.370 13.372 13.374 13.377
mu[107] 12.882 0.000 0.005 12.882 12.884 12.886 12.888
mu[108] 12.945 0.000 0.006 12.945 12.947 12.949 12.952
mu[109] 13.480 0.000 0.006 13.480 13.483 13.485 13.488
mu[110] 13.411 0.000 0.008 13.411 13.414 13.417 13.421
mu[111] 12.859 0.000 0.005 12.859 12.861 12.863 12.866
mu[112] 12.795 0.000 0.006 12.795 12.798 12.800 12.803
mu[113] 11.870 0.000 0.010 11.870 11.874 11.878 11.882
mu[114] 11.384 0.000 0.004 11.384 11.386 11.388 11.389
mu[115] 11.569 0.000 0.007 11.569 11.572 11.575 11.578
mu[116] 12.099 0.000 0.011 12.099 12.104 12.108 12.113
mu[117] 12.087 0.000 0.008 12.087 12.090 12.093 12.097
mu[118] 11.673 0.000 0.005 11.673 11.675 11.677 11.679
mu[119] 11.545 0.000 0.005 11.545 11.547 11.549 11.551
mu[120] 11.196 0.000 0.004 11.196 11.198 11.200 11.202
mu[121] 11.171 0.000 0.005 11.171 11.173 11.174 11.176
mu[122] 11.618 0.000 0.006 11.618 11.621 11.623 11.626
mu[123] 11.981 0.000 0.005 11.981 11.983 11.985 11.987
mu[124] 12.081 0.000 0.004 12.081 12.083 12.085 12.087
mu[125] 11.971 0.000 0.010 11.971 11.976 11.980 11.984
mu[126] 11.473 0.000 0.007 11.473 11.476 11.479 11.481
mu[127] 11.108 0.000 0.007 11.109 11.111 11.114 11.117
mu[128] 11.233 0.000 0.005 11.233 11.235 11.237 11.239
mu[129] 11.295 0.000 0.006 11.294 11.297 11.300 11.303
mu[130] 11.476 0.000 0.005 11.476 11.478 11.480 11.482
mu[131] 11.443 0.000 0.004 11.443 11.445 11.447 11.448
mu[132] 10.860 0.000 0.006 10.860 10.863 10.865 10.867
mu[133] 10.565 0.000 0.007 10.565 10.568 10.570 10.573
mu[134] 10.694 0.000 0.004 10.694 10.696 10.698 10.700
mu[135] 10.908 0.000 0.004 10.908 10.910 10.912 10.914
mu[136] 10.783 0.000 0.005 10.783 10.785 10.787 10.790
mu[137] 11.538 0.000 0.008 11.538 11.541 11.545 11.548
mu[138] 11.512 0.000 0.007 11.512 11.515 11.518 11.521
mu[139] 11.080 0.000 0.004 11.080 11.082 11.083 11.085
mu[140] 10.816 0.000 0.005 10.816 10.819 10.821 10.823
mu[141] 11.649 0.000 0.010 11.649 11.654 11.658 11.663
mu[142] 11.245 0.000 0.007 11.245 11.248 11.251 11.254
mu[143] 11.356 0.000 0.004 11.356 11.358 11.360 11.362
mu[144] 11.296 0.000 0.004 11.296 11.298 11.300 11.301
mu[145] 10.535 0.000 0.008 10.535 10.538 10.542 10.545
mu[146] 10.247 0.000 0.004 10.247 10.249 10.251 10.253
mu[147] 10.276 0.000 0.006 10.276 10.278 10.281 10.283
mu[148] 10.647 0.000 0.005 10.647 10.649 10.651 10.653
mu[149] 10.580 0.000 0.005 10.580 10.583 10.585 10.587
mu[150] 10.847 0.000 0.004 10.847 10.849 10.850 10.852
mu[151] 10.706 0.000 0.006 10.706 10.709 10.712 10.715
mu[152] 10.657 0.000 0.006 10.657 10.660 10.662 10.665
mu[153] 10.191 0.000 0.006 10.191 10.194 10.196 10.199
mu[154] 10.025 0.000 0.005 10.025 10.028 10.030 10.032
mu[155] 10.195 0.000 0.005 10.195 10.197 10.199 10.201
mu[156] 10.901 0.000 0.010 10.901 10.905 10.909 10.913
mu[157] 11.185 0.000 0.008 11.185 11.188 11.191 11.195
mu[158] 11.322 0.000 0.005 11.322 11.324 11.326 11.328
mu[159] 11.182 0.000 0.005 11.182 11.184 11.186 11.189
mu[160] 10.452 0.000 0.007 10.452 10.455 10.458 10.460
mu[161] 10.278 0.000 0.005 10.278 10.280 10.282 10.285
mu[162] 10.778 0.000 0.006 10.778 10.781 10.783 10.786
mu[163] 10.900 0.000 0.004 10.900 10.902 10.904 10.906
mu[164] 10.840 0.000 0.007 10.840 10.843 10.846 10.849
mu[165] 10.801 0.000 0.004 10.801 10.803 10.805 10.807
mu[166] 10.921 0.000 0.007 10.921 10.925 10.928 10.931
mu[167] 10.721 0.000 0.004 10.721 10.723 10.725 10.726
mu[168] 10.622 0.000 0.005 10.622 10.624 10.626 10.628
mu[169] 13.295 0.000 0.027 13.295 13.307 13.318 13.330
mu[170] 17.483 0.001 0.085 17.483 17.520 17.555 17.591
mu[171] 16.488 0.000 0.012 16.488 16.494 16.499 16.504
mu[172] 16.662 0.000 0.012 16.662 16.667 16.672 16.677
mu[173] 16.930 0.000 0.013 16.930 16.935 16.940 16.946
mu[174] 16.992 0.000 0.010 16.992 16.997 17.000 17.005
mu[175] 17.586 0.000 0.018 17.585 17.594 17.601 17.609
mu[176] 17.874 0.000 0.015 17.873 17.880 17.886 17.893
mu[177] 17.225 0.000 0.013 17.225 17.231 17.236 17.242
mu[178] 17.399 0.000 0.010 17.399 17.403 17.407 17.411
mu[179] 17.614 0.000 0.020 17.614 17.623 17.631 17.640
mu[180] 17.372 0.000 0.016 17.372 17.379 17.385 17.392
mu[181] 17.204 0.000 0.010 17.204 17.208 17.212 17.217
mu[182] 17.251 0.000 0.012 17.251 17.256 17.261 17.267
mu[183] 16.880 0.000 0.012 16.880 16.885 16.890 16.896
mu[184] 17.331 0.000 0.015 17.331 17.337 17.343 17.350
mu[185] 17.518 0.000 0.010 17.518 17.523 17.527 17.531
mu[186] 17.102 0.000 0.010 17.102 17.107 17.111 17.116
mu[187] 17.119 0.000 0.011 17.120 17.124 17.128 17.133
mu[188] 17.099 0.000 0.008 17.099 17.103 17.106 17.110
mu[189] 17.546 0.000 0.013 17.546 17.551 17.557 17.562
mu[190] 17.674 0.000 0.010 17.674 17.679 17.683 17.687
mu[191] 18.713 0.000 0.029 18.712 18.726 18.738 18.750
mu[192] 17.262 0.001 0.058 17.262 17.288 17.312 17.336
mu[193] 14.333 0.000 0.014 14.333 14.339 14.345 14.351
mu[194] 14.203 0.000 0.011 14.203 14.208 14.213 14.218
mu[195] 13.819 0.000 0.007 13.819 13.822 13.825 13.828
mu[196] 13.127 0.000 0.014 13.127 13.133 13.138 13.144
mu[197] 12.910 0.000 0.005 12.910 12.912 12.914 12.916
mu[198] 13.217 0.000 0.012 13.217 13.222 13.226 13.231
mu[199] 13.946 0.000 0.011 13.946 13.951 13.955 13.960
mu[200] 13.917 0.000 0.007 13.917 13.921 13.924 13.927
mu[201] 13.635 0.000 0.005 13.635 13.637 13.639 13.641
mu[202] 13.166 0.000 0.005 13.166 13.168 13.170 13.172
mu[203] 13.043 0.000 0.005 13.043 13.046 13.048 13.051
mu[204] 14.413 0.000 0.018 14.413 14.421 14.428 14.435
mu[205] 15.542 0.000 0.011 15.542 15.546 15.550 15.555
mu[206] 15.467 0.000 0.013 15.467 15.473 15.477 15.483
mu[207] 15.141 0.000 0.006 15.141 15.144 15.147 15.149
mu[208] 15.172 0.000 0.006 15.172 15.175 15.177 15.180
mu[209] 14.741 0.000 0.011 14.741 14.746 14.750 14.755
mu[210] 14.793 0.000 0.009 14.793 14.797 14.801 14.805
mu[211] 14.833 0.000 0.009 14.833 14.837 14.840 14.844
mu[212] 14.938 0.000 0.006 14.938 14.941 14.943 14.946
mu[213] 14.460 0.000 0.009 14.460 14.464 14.468 14.472
mu[214] 14.068 0.000 0.005 14.068 14.071 14.073 14.075
mu[215] 13.640 0.000 0.007 13.640 13.643 13.646 13.650
mu[216] 13.438 0.001 0.033 13.437 13.452 13.466 13.480
mu[217] 13.553 0.000 0.008 13.553 13.557 13.560 13.564
mu[218] 14.086 0.000 0.009 14.086 14.090 14.094 14.098
mu[219] 14.360 0.000 0.006 14.360 14.363 14.365 14.368
mu[220] 14.188 0.000 0.006 14.188 14.191 14.193 14.195
mu[221] 13.749 0.000 0.007 13.749 13.752 13.755 13.758
mu[222] 13.143 0.000 0.009 13.143 13.146 13.150 13.154
mu[223] 13.167 0.000 0.005 13.167 13.169 13.171 13.174
mu[224] 13.167 0.000 0.007 13.167 13.170 13.173 13.176
mu[225] 13.614 0.000 0.011 13.614 13.619 13.623 13.628
mu[226] 13.288 0.000 0.017 13.288 13.295 13.302 13.310
mu[227] 12.715 0.000 0.007 12.715 12.718 12.721 12.724
mu[228] 11.942 0.000 0.009 11.942 11.946 11.950 11.954
mu[229] 11.721 0.000 0.005 11.721 11.723 11.724 11.727
mu[230] 11.504 0.000 0.008 11.504 11.508 11.511 11.514
mu[231] 11.645 0.000 0.005 11.645 11.648 11.650 11.652
mu[232] 12.613 0.000 0.012 12.613 12.618 12.623 12.628
mu[233] 12.605 0.000 0.005 12.605 12.607 12.609 12.612
mu[234] 12.141 0.000 0.005 12.141 12.143 12.145 12.147
mu[235] 12.362 0.000 0.007 12.362 12.365 12.368 12.371
mu[236] 12.603 0.000 0.007 12.602 12.606 12.608 12.611
mu[237] 12.651 0.000 0.006 12.651 12.654 12.656 12.659
mu[238] 12.611 0.000 0.004 12.611 12.613 12.615 12.617
mu[239] 13.478 0.000 0.005 13.478 13.480 13.482 13.484
mu[240] 14.044 0.000 0.007 14.044 14.047 14.050 14.053
mu[241] 13.519 0.000 0.005 13.519 13.522 13.524 13.526
mu[242] 13.452 0.000 0.008 13.452 13.455 13.459 13.462
mu[243] 13.521 0.000 0.006 13.521 13.523 13.525 13.528
mu[244] 13.556 0.000 0.007 13.556 13.559 13.562 13.565
mu[245] 13.855 0.000 0.007 13.855 13.859 13.862 13.865
mu[246] 14.447 0.000 0.011 14.447 14.452 14.456 14.461
mu[247] 14.064 0.000 0.006 14.064 14.067 14.070 14.073
mu[248] 13.690 0.000 0.005 13.689 13.692 13.694 13.696
mu[249] 13.836 0.000 0.007 13.836 13.839 13.842 13.846
mu[250] 13.533 0.000 0.006 13.533 13.535 13.538 13.540
mu[251] 14.154 0.000 0.008 14.154 14.157 14.160 14.164
mu[252] 14.540 0.000 0.009 14.540 14.544 14.547 14.551
mu[253] 14.558 0.000 0.006 14.557 14.560 14.563 14.565
mu[254] 14.148 0.000 0.005 14.148 14.150 14.152 14.155
mu[255] 13.736 0.000 0.007 13.736 13.740 13.743 13.746
mu[256] 13.702 0.000 0.007 13.701 13.705 13.708 13.711
mu[257] 13.946 0.000 0.008 13.946 13.950 13.953 13.957
mu[258] 13.935 0.000 0.008 13.935 13.938 13.941 13.945
mu[259] 13.621 0.000 0.007 13.621 13.624 13.627 13.630
mu[260] 13.595 0.000 0.006 13.595 13.598 13.600 13.602
mu[261] 13.513 0.000 0.005 13.513 13.515 13.517 13.519
mu[262] 12.414 0.000 0.015 12.414 12.421 12.427 12.434
mu[263] 12.124 0.000 0.008 12.124 12.128 12.131 12.135
mu[264] 12.368 0.000 0.004 12.368 12.370 12.372 12.374
mu[265] 12.454 0.000 0.005 12.454 12.456 12.458 12.460
mu[266] 13.435 0.000 0.012 13.435 13.440 13.445 13.450
mu[267] 13.168 0.000 0.005 13.168 13.170 13.172 13.174
mu[268] 12.711 0.000 0.005 12.711 12.713 12.715 12.717
mu[269] 12.580 0.000 0.007 12.580 12.583 12.586 12.589
mu[270] 13.037 0.000 0.010 13.037 13.042 13.046 13.051
mu[271] 13.537 0.000 0.006 13.537 13.540 13.542 13.545
mu[272] 13.755 0.000 0.006 13.755 13.758 13.760 13.763
mu[273] 13.564 0.000 0.005 13.564 13.567 13.569 13.571
mu[274] 13.471 0.000 0.008 13.471 13.475 13.478 13.481
mu[275] 12.818 0.000 0.004 12.817 12.819 12.821 12.823
mu[276] 12.657 0.000 0.008 12.657 12.660 12.663 12.667
mu[277] 12.704 0.000 0.006 12.704 12.707 12.709 12.712
mu[278] 12.865 0.000 0.004 12.865 12.867 12.869 12.871
mu[279] 12.851 0.000 0.006 12.851 12.854 12.856 12.859
mu[280] 12.915 0.000 0.005 12.915 12.917 12.919 12.922
mu[281] 12.805 0.000 0.005 12.805 12.807 12.809 12.811
mu[282] 12.628 0.000 0.005 12.628 12.630 12.632 12.634
mu[283] 13.242 0.000 0.005 13.242 13.244 13.246 13.248
mu[284] 13.079 0.000 0.005 13.079 13.081 13.083 13.086
mu[285] 13.583 0.000 0.005 13.583 13.586 13.588 13.590
mu[286] 13.684 0.000 0.007 13.684 13.687 13.689 13.692
mu[287] 13.486 0.000 0.005 13.486 13.488 13.490 13.493
mu[288] 13.206 0.000 0.005 13.206 13.208 13.210 13.212
mu[289] 12.823 0.000 0.005 12.823 12.825 12.828 12.830
mu[290] 12.732 0.000 0.005 12.732 12.734 12.737 12.739
mu[291] 12.898 0.000 0.005 12.898 12.900 12.902 12.905
mu[292] 13.058 0.000 0.004 13.058 13.060 13.062 13.064
mu[293] 12.805 0.000 0.009 12.805 12.809 12.813 12.816
mu[294] 12.635 0.000 0.005 12.635 12.637 12.639 12.641
mu[295] 12.949 0.000 0.004 12.949 12.951 12.953 12.955
mu[296] 13.472 0.000 0.008 13.472 13.476 13.479 13.483
mu[297] 13.174 0.000 0.014 13.174 13.180 13.186 13.191
mu[298] 14.521 0.000 0.008 14.521 14.525 14.528 14.532
mu[299] 14.644 0.000 0.006 14.644 14.646 14.649 14.651
mu[300] 14.936 0.000 0.008 14.936 14.940 14.944 14.947
mu[301] 14.884 0.000 0.006 14.884 14.887 14.889 14.892
mu[302] 14.883 0.000 0.006 14.883 14.886 14.888 14.891
mu[303] 14.779 0.000 0.006 14.779 14.781 14.783 14.786
mu[304] 14.883 0.000 0.008 14.883 14.887 14.890 14.893
mu[305] 14.857 0.000 0.007 14.857 14.860 14.863 14.866
mu[306] 14.620 0.000 0.007 14.620 14.623 14.625 14.628
mu[307] 14.637 0.000 0.006 14.637 14.640 14.643 14.645
mu[308] 14.618 0.000 0.007 14.618 14.621 14.623 14.626
mu[309] 15.558 0.000 0.008 15.558 15.561 15.565 15.568
mu[310] 16.011 0.000 0.008 16.011 16.014 16.017 16.021
mu[311] 15.765 0.000 0.010 15.765 15.769 15.774 15.778
mu[312] 15.706 0.000 0.008 15.706 15.709 15.713 15.716
mu[313] 15.866 0.000 0.007 15.866 15.869 15.872 15.875
mu[314] 15.689 0.000 0.007 15.689 15.692 15.695 15.698
mu[315] 15.351 0.000 0.009 15.351 15.355 15.358 15.362
mu[316] 15.220 0.000 0.007 15.220 15.223 15.226 15.229
mu[317] 14.910 0.000 0.007 14.909 14.913 14.915 14.919
mu[318] 14.714 0.000 0.006 14.714 14.716 14.719 14.721
mu[319] 14.815 0.000 0.007 14.815 14.818 14.821 14.824
mu[320] 14.071 0.000 0.017 14.071 14.078 14.085 14.092
mu[321] 13.142 0.000 0.018 13.142 13.150 13.157 13.165
mu[322] 13.083 0.000 0.006 13.083 13.085 13.088 13.091
mu[323] 12.590 0.000 0.007 12.590 12.593 12.596 12.599
mu[324] 12.822 0.000 0.006 12.822 12.824 12.827 12.830
mu[325] 13.133 0.000 0.005 13.133 13.136 13.138 13.140
mu[326] 13.245 0.000 0.009 13.244 13.248 13.252 13.256
mu[327] 13.572 0.000 0.008 13.572 13.575 13.578 13.581
mu[328] 13.498 0.000 0.005 13.498 13.500 13.502 13.505
mu[329] 13.518 0.000 0.005 13.518 13.521 13.523 13.525
mu[330] 13.545 0.000 0.005 13.545 13.548 13.550 13.552
mu[331] 13.579 0.000 0.006 13.579 13.582 13.585 13.587
mu[332] 12.898 0.000 0.012 12.898 12.904 12.909 12.914
mu[333] 13.470 0.000 0.017 13.470 13.477 13.484 13.491
mu[334] 13.613 0.000 0.012 13.613 13.618 13.622 13.628
mu[335] 13.407 0.000 0.008 13.407 13.411 13.414 13.418
mu[336] 13.209 0.000 0.005 13.209 13.211 13.213 13.216
mu[337] 13.179 0.000 0.005 13.179 13.181 13.183 13.185
mu[338] 13.698 0.000 0.009 13.697 13.701 13.705 13.708
mu[339] 13.880 0.000 0.005 13.880 13.882 13.884 13.886
mu[340] 14.155 0.000 0.006 14.155 14.158 14.160 14.163
mu[341] 13.817 0.000 0.007 13.817 13.820 13.823 13.826
mu[342] 13.949 0.000 0.006 13.949 13.951 13.954 13.957
mu[343] 14.223 0.000 0.006 14.223 14.226 14.228 14.231
mu[344] 14.034 0.000 0.006 14.034 14.037 14.039 14.042
mu[345] 14.256 0.000 0.008 14.256 14.259 14.262 14.266
mu[346] 14.523 0.000 0.006 14.523 14.526 14.528 14.531
mu[347] 14.060 0.000 0.007 14.061 14.063 14.066 14.069
mu[348] 13.992 0.000 0.007 13.991 13.994 13.997 14.000
mu[349] 13.811 0.000 0.008 13.811 13.815 13.818 13.822
mu[350] 13.889 0.000 0.006 13.889 13.892 13.894 13.896
mu[351] 13.984 0.000 0.006 13.984 13.986 13.989 13.991
mu[352] 14.450 0.000 0.009 14.450 14.454 14.457 14.461
mu[353] 14.475 0.000 0.013 14.475 14.481 14.486 14.492
mu[354] 15.325 0.000 0.009 15.324 15.329 15.333 15.337
mu[355] 15.353 0.000 0.007 15.353 15.356 15.358 15.362
mu[356] 15.400 0.000 0.007 15.400 15.403 15.406 15.409
mu[357] 17.348 0.000 0.029 17.347 17.360 17.372 17.385
mu[358] 19.070 0.000 0.013 19.070 19.076 19.081 19.087
mu[359] 18.206 0.000 0.010 18.206 18.211 18.215 18.219
mu[360] 19.037 0.000 0.014 19.037 19.043 19.048 19.054
mu[361] 18.970 0.000 0.014 18.970 18.976 18.981 18.987
mu[362] 19.091 0.000 0.012 19.091 19.096 19.100 19.105
mu[363] 20.081 0.000 0.012 20.081 20.086 20.091 20.096
mu[364] 20.473 0.000 0.013 20.473 20.479 20.484 20.490
mu[365] 20.080 0.000 0.017 20.080 20.088 20.094 20.102
mu[366] 20.308 0.000 0.013 20.308 20.314 20.319 20.324
mu[367] 21.048 0.000 0.014 21.048 21.054 21.060 21.066
mu[368] 20.942 0.000 0.015 20.942 20.949 20.955 20.962
mu[369] 21.425 0.000 0.015 21.425 21.431 21.437 21.444
mu[370] 21.806 0.000 0.015 21.806 21.813 21.819 21.826
mu[371] 21.367 0.000 0.014 21.367 21.373 21.379 21.385
mu[372] 21.955 0.000 0.019 21.955 21.963 21.971 21.979
mu[373] 22.188 0.000 0.015 22.188 22.195 22.201 22.207
mu[374] 21.921 0.000 0.017 21.921 21.928 21.936 21.943
mu[375] 21.957 0.000 0.015 21.957 21.964 21.970 21.976
mu[376] 22.062 0.000 0.015 22.062 22.069 22.075 22.082
mu[377] 21.948 0.000 0.017 21.948 21.955 21.962 21.969
mu[378] 21.894 0.000 0.015 21.894 21.900 21.907 21.914
mu[379] 21.577 0.000 0.016 21.577 21.584 21.591 21.598
mu[380] 19.545 0.001 0.038 19.545 19.561 19.577 19.593
mu[381] 19.963 0.000 0.014 19.963 19.968 19.974 19.980
mu[382] 20.665 0.000 0.013 20.665 20.670 20.676 20.681
mu[383] 20.308 0.000 0.018 20.308 20.316 20.323 20.332
mu[384] 20.002 0.000 0.012 20.002 20.007 20.012 20.017
mu[385] 19.798 0.000 0.014 19.798 19.804 19.810 19.816
mu[386] 19.358 0.000 0.016 19.358 19.365 19.371 19.378
mu[387] 19.855 0.000 0.015 19.855 19.862 19.868 19.874
mu[388] 20.342 0.000 0.015 20.342 20.349 20.355 20.361
mu[389] 20.023 0.000 0.013 20.023 20.029 20.034 20.040
mu[390] 19.468 0.000 0.012 19.468 19.474 19.478 19.484
mu[391] 19.285 0.000 0.011 19.285 19.290 19.294 19.299
mu[392] 18.602 0.000 0.014 18.602 18.609 18.614 18.621
mu[393] 18.923 0.000 0.012 18.923 18.929 18.934 18.939
mu[394] 18.944 0.000 0.011 18.944 18.949 18.953 18.958
mu[395] 18.587 0.000 0.011 18.587 18.592 18.596 18.601
mu[396] 18.102 0.000 0.010 18.102 18.106 18.110 18.115
mu[397] 18.033 0.000 0.012 18.033 18.038 18.043 18.048
mu[398] 18.032 0.000 0.011 18.032 18.037 18.041 18.046
mu[399] 17.903 0.000 0.014 17.904 17.909 17.915 17.921
mu[400] 17.503 0.000 0.010 17.503 17.507 17.511 17.515
mu[401] 17.694 0.000 0.015 17.694 17.700 17.707 17.713
mu[402] 17.574 0.000 0.009 17.574 17.577 17.581 17.585
mu[403] 17.274 0.000 0.011 17.274 17.279 17.283 17.288
mu[404] 16.750 0.000 0.010 16.750 16.755 16.758 16.763
mu[405] 15.959 0.000 0.011 15.959 15.964 15.969 15.974
mu[406] 16.085 0.000 0.011 16.085 16.090 16.094 16.099
mu[407] 16.398 0.000 0.008 16.398 16.401 16.405 16.408
mu[408] 16.213 0.000 0.010 16.213 16.217 16.221 16.225
mu[409] 15.952 0.000 0.009 15.952 15.957 15.960 15.964
mu[410] 15.378 0.000 0.014 15.378 15.384 15.389 15.396
mu[411] 15.153 0.000 0.007 15.153 15.156 15.159 15.162
mu[412] 15.324 0.000 0.007 15.324 15.328 15.331 15.334
mu[413] 15.324 0.000 0.007 15.324 15.327 15.330 15.333
mu[414] 15.032 0.000 0.007 15.032 15.035 15.038 15.041
mu[415] 14.971 0.000 0.007 14.971 14.974 14.977 14.980
mu[416] 15.121 0.000 0.007 15.121 15.125 15.127 15.131
mu[417] 14.828 0.000 0.006 14.828 14.830 14.833 14.835
mu[418] 15.065 0.000 0.008 15.065 15.068 15.072 15.075
mu[419] 16.067 0.000 0.007 16.067 16.070 16.073 16.077
mu[420] 15.864 0.000 0.007 15.864 15.867 15.870 15.873
mu[421] 15.652 0.000 0.008 15.652 15.656 15.659 15.662
mu[422] 15.280 0.000 0.007 15.280 15.283 15.285 15.288
mu[423] 14.926 0.000 0.007 14.926 14.929 14.932 14.935
mu[424] 15.436 0.000 0.008 15.436 15.440 15.443 15.447
mu[425] 15.897 0.000 0.020 15.898 15.907 15.915 15.923
mu[426] 15.893 0.000 0.012 15.893 15.899 15.903 15.909
mu[427] 15.905 0.000 0.008 15.905 15.909 15.912 15.915
mu[428] 16.017 0.000 0.009 16.017 16.021 16.024 16.028
mu[429] 15.719 0.000 0.007 15.719 15.722 15.725 15.729
mu[430] 15.790 0.000 0.007 15.790 15.793 15.796 15.799
mu[431] 16.133 0.000 0.009 16.133 16.137 16.141 16.145
mu[432] 15.921 0.000 0.008 15.921 15.925 15.928 15.932
mu[433] 16.178 0.000 0.013 16.178 16.184 16.189 16.195
mu[434] 16.469 0.000 0.008 16.469 16.473 16.476 16.480
mu[435] 16.177 0.000 0.012 16.177 16.182 16.187 16.192
mu[436] 15.904 0.000 0.008 15.904 15.908 15.911 15.915
mu[437] 16.312 0.000 0.008 16.312 16.315 16.319 16.322
mu[438] 15.917 0.000 0.007 15.917 15.920 15.923 15.926
mu[439] 15.719 0.000 0.008 15.720 15.723 15.726 15.730
mu[440] 15.768 0.000 0.008 15.768 15.772 15.775 15.778
mu[441] 15.634 0.000 0.012 15.634 15.639 15.644 15.649
mu[442] 15.285 0.000 0.009 15.285 15.289 15.292 15.296
mu[443] 15.504 0.000 0.007 15.504 15.507 15.510 15.513
mu[444] 15.176 0.000 0.006 15.176 15.178 15.181 15.184
mu[445] 15.123 0.000 0.007 15.123 15.126 15.129 15.132
mu[446] 15.730 0.000 0.011 15.730 15.735 15.740 15.745
mu[447] 15.678 0.000 0.008 15.678 15.682 15.685 15.688
mu[448] 14.710 0.000 0.013 14.710 14.715 14.720 14.726
mu[449] 14.871 0.000 0.008 14.871 14.875 14.878 14.881
mu[450] 14.669 0.000 0.008 14.669 14.672 14.675 14.679
mu[451] 14.439 0.000 0.008 14.438 14.442 14.446 14.449
mu[452] 14.350 0.000 0.006 14.350 14.353 14.355 14.358
mu[453] 13.995 0.000 0.005 13.995 13.997 13.999 14.002
mu[454] 13.627 0.000 0.010 13.627 13.632 13.636 13.640
mu[455] 14.833 0.000 0.017 14.833 14.840 14.847 14.855
mu[456] 14.888 0.000 0.016 14.889 14.895 14.902 14.909
mu[457] 14.729 0.000 0.006 14.729 14.732 14.734 14.737
mu[458] 14.865 0.000 0.006 14.865 14.868 14.870 14.873
mu[459] 14.943 0.000 0.009 14.943 14.947 14.950 14.954
mu[460] 14.448 0.000 0.008 14.448 14.452 14.455 14.459
mu[461] 14.810 0.000 0.008 14.809 14.813 14.816 14.820
mu[462] 14.568 0.000 0.006 14.568 14.571 14.573 14.576
mu[463] 14.139 0.000 0.006 14.139 14.142 14.144 14.147
mu[464] 14.125 0.000 0.008 14.125 14.128 14.131 14.134
mu[465] 13.838 0.000 0.006 13.838 13.840 13.843 13.846
mu[466] 13.844 0.000 0.005 13.844 13.846 13.848 13.850
mu[467] 15.417 0.000 0.020 15.417 15.426 15.433 15.443
mu[468] 15.062 0.000 0.007 15.062 15.065 15.067 15.070
mu[469] 15.240 0.000 0.012 15.240 15.245 15.250 15.255
mu[470] 15.698 0.000 0.013 15.698 15.704 15.708 15.714
mu[471] 15.969 0.000 0.010 15.969 15.974 15.978 15.982
mu[472] 15.623 0.000 0.013 15.623 15.628 15.634 15.640
mu[473] 19.090 0.000 0.016 19.090 19.097 19.104 19.111
mu[474] 22.136 0.001 0.034 22.136 22.151 22.164 22.179
mu[475] 21.793 0.000 0.017 21.792 21.800 21.807 21.815
mu[476] 21.831 0.000 0.015 21.831 21.838 21.844 21.850
mu[477] 21.575 0.000 0.015 21.575 21.582 21.587 21.594
mu[478] 20.610 0.000 0.020 20.610 20.618 20.626 20.635
mu[479] 21.447 0.000 0.020 21.447 21.456 21.464 21.473
mu[480] 21.242 0.000 0.016 21.242 21.249 21.255 21.262
mu[481] 21.087 0.000 0.014 21.087 21.093 21.099 21.105
mu[482] 21.021 0.000 0.015 21.022 21.028 21.034 21.040
mu[483] 21.283 0.000 0.018 21.283 21.290 21.297 21.305
mu[484] 21.326 0.000 0.014 21.326 21.332 21.337 21.344
mu[485] 21.595 0.000 0.014 21.595 21.601 21.607 21.613
mu[486] 21.794 0.000 0.014 21.794 21.800 21.806 21.812
mu[487] 21.415 0.000 0.018 21.415 21.423 21.430 21.438
mu[488] 22.385 0.000 0.016 22.385 22.392 22.399 22.406
mu[489] 22.164 0.000 0.016 22.164 22.171 22.178 22.185
mu[490] 21.454 0.000 0.020 21.454 21.463 21.471 21.480
mu[491] 21.499 0.000 0.015 21.499 21.506 21.512 21.518
mu[492] 21.202 0.000 0.014 21.202 21.208 21.214 21.220
mu[493] 20.766 0.000 0.014 20.766 20.772 20.777 20.784
mu[494] 21.132 0.000 0.014 21.132 21.138 21.144 21.150
mu[495] 20.981 0.000 0.017 20.981 20.988 20.995 21.002
mu[496] 19.072 0.000 0.034 19.072 19.086 19.100 19.115
mu[497] 15.848 0.000 0.020 15.848 15.857 15.866 15.874
mu[498] 16.444 0.001 0.056 16.444 16.469 16.492 16.515
mu[499] 16.641 0.001 0.043 16.641 16.659 16.677 16.697
mu[500] 15.704 0.000 0.010 15.704 15.709 15.713 15.717
mu[501] 15.852 0.000 0.008 15.852 15.855 15.859 15.862
mu[502] 15.440 0.000 0.013 15.440 15.446 15.451 15.457
mu[503] 15.630 0.000 0.007 15.630 15.633 15.636 15.639
mu[504] 15.652 0.000 0.008 15.653 15.656 15.659 15.662
mu[505] 15.262 0.000 0.008 15.263 15.266 15.269 15.272
mu[506] 14.948 0.000 0.010 14.948 14.953 14.956 14.960
mu[507] 14.783 0.000 0.008 14.783 14.786 14.789 14.793
mu[508] 14.199 0.000 0.014 14.199 14.205 14.211 14.217
mu[509] 14.492 0.000 0.009 14.492 14.496 14.500 14.504
mu[510] 14.138 0.000 0.009 14.138 14.142 14.146 14.150
mu[511] 13.567 0.000 0.007 13.567 13.570 13.573 13.576
mu[512] 13.699 0.000 0.008 13.699 13.703 13.706 13.709
mu[513] 13.268 0.000 0.010 13.268 13.273 13.276 13.281
mu[514] 12.843 0.000 0.008 12.843 12.846 12.850 12.853
mu[515] 12.880 0.000 0.005 12.880 12.882 12.884 12.886
mu[516] 13.200 0.000 0.007 13.199 13.203 13.205 13.208
mu[517] 12.814 0.000 0.006 12.814 12.817 12.819 12.822
mu[518] 13.022 0.000 0.005 13.022 13.024 13.026 13.029
mu[519] 12.981 0.000 0.008 12.981 12.984 12.987 12.991
mu[520] 12.381 0.000 0.005 12.381 12.383 12.385 12.388
mu[521] 12.702 0.000 0.007 12.702 12.705 12.708 12.711
mu[522] 12.563 0.000 0.005 12.563 12.565 12.567 12.570
mu[523] 12.344 0.000 0.007 12.344 12.347 12.349 12.352
mu[524] 12.191 0.000 0.007 12.191 12.194 12.197 12.200
mu[525] 12.296 0.000 0.011 12.296 12.301 12.306 12.311
mu[526] 11.795 0.000 0.009 11.795 11.799 11.803 11.806
mu[527] 11.730 0.000 0.008 11.730 11.733 11.736 11.740
mu[528] 12.244 0.000 0.009 12.244 12.248 12.252 12.256
mu[529] 11.997 0.000 0.004 11.997 11.998 12.000 12.002
mu[530] 12.297 0.000 0.006 12.297 12.300 12.302 12.305
mu[531] 12.106 0.000 0.005 12.106 12.108 12.110 12.112
mu[532] 11.460 0.000 0.012 11.460 11.466 11.471 11.476
mu[533] 11.714 0.000 0.011 11.714 11.719 11.724 11.728
mu[534] 11.874 0.000 0.006 11.874 11.877 11.879 11.882
mu[535] 11.677 0.000 0.004 11.677 11.679 11.681 11.682
mu[536] 12.660 0.000 0.010 12.660 12.665 12.669 12.674
mu[537] 12.262 0.000 0.010 12.262 12.267 12.271 12.275
mu[538] 11.825 0.000 0.005 11.825 11.827 11.828 11.830
mu[539] 11.874 0.000 0.009 11.874 11.878 11.882 11.886
mu[540] 11.555 0.000 0.005 11.555 11.558 11.560 11.562
mu[541] 11.495 0.000 0.007 11.495 11.498 11.501 11.503
mu[542] 11.585 0.000 0.005 11.585 11.587 11.589 11.591
mu[543] 11.337 0.000 0.005 11.337 11.340 11.342 11.344
mu[544] 11.143 0.000 0.004 11.143 11.145 11.147 11.149
mu[545] 11.701 0.000 0.010 11.701 11.706 11.710 11.714
mu[546] 11.320 0.000 0.007 11.320 11.323 11.325 11.328
mu[547] 11.373 0.000 0.004 11.373 11.375 11.377 11.379
mu[548] 11.298 0.000 0.006 11.298 11.301 11.304 11.307
mu[549] 11.622 0.000 0.008 11.622 11.625 11.628 11.632
mu[550] 11.551 0.000 0.010 11.551 11.555 11.559 11.563
mu[551] 11.261 0.000 0.008 11.261 11.264 11.267 11.270
mu[552] 10.991 0.000 0.005 10.991 10.993 10.995 10.997
mu[553] 10.851 0.000 0.004 10.851 10.853 10.855 10.856
mu[554] 11.037 0.000 0.006 11.037 11.039 11.042 11.044
mu[555] 10.973 0.000 0.005 10.973 10.975 10.977 10.979
mu[556] 10.431 0.000 0.007 10.431 10.434 10.437 10.440
mu[557] 10.245 0.000 0.005 10.245 10.247 10.249 10.251
mu[558] 10.333 0.000 0.005 10.333 10.335 10.338 10.340
mu[559] 10.059 0.000 0.013 10.060 10.065 10.071 10.077
mu[560] 13.250 0.001 0.041 13.250 13.269 13.284 13.303
mu[561] 12.804 0.000 0.012 12.804 12.810 12.814 12.820
mu[562] 12.651 0.000 0.010 12.651 12.655 12.660 12.664
mu[563] 12.992 0.000 0.006 12.991 12.994 12.997 12.999
mu[564] 13.470 0.000 0.006 13.470 13.473 13.475 13.478
mu[565] 12.970 0.000 0.005 12.970 12.972 12.974 12.977
mu[566] 13.197 0.000 0.006 13.196 13.199 13.201 13.204
mu[567] 12.922 0.000 0.006 12.922 12.925 12.927 12.929
mu[568] 12.517 0.000 0.009 12.517 12.521 12.525 12.529
mu[569] 12.851 0.000 0.006 12.851 12.854 12.856 12.859
mu[570] 12.715 0.000 0.005 12.714 12.717 12.719 12.722
mu[571] 12.681 0.000 0.005 12.681 12.683 12.686 12.688
mu[572] 12.311 0.000 0.010 12.311 12.316 12.319 12.323
mu[573] 12.362 0.000 0.007 12.362 12.365 12.368 12.371
mu[574] 12.104 0.000 0.007 12.104 12.107 12.110 12.113
mu[575] 12.323 0.000 0.005 12.323 12.325 12.328 12.330
mu[576] 12.063 0.000 0.005 12.063 12.065 12.067 12.070
mu[577] 11.972 0.000 0.005 11.972 11.975 11.977 11.980
mu[578] 12.350 0.000 0.005 12.350 12.352 12.354 12.356
mu[579] 12.344 0.000 0.006 12.344 12.346 12.349 12.352
mu[580] 12.043 0.000 0.004 12.043 12.045 12.046 12.048
mu[581] 12.134 0.000 0.005 12.134 12.136 12.138 12.141
mu[582] 12.175 0.000 0.007 12.175 12.178 12.181 12.184
mu[583] 11.016 0.000 0.026 11.016 11.027 11.037 11.049
mu[584] 11.063 0.000 0.005 11.063 11.065 11.067 11.069
mu[585] 10.847 0.000 0.005 10.847 10.849 10.851 10.853
mu[586] 10.477 0.000 0.005 10.477 10.480 10.482 10.484
mu[587] 10.601 0.000 0.006 10.601 10.604 10.606 10.609
mu[588] 11.237 0.000 0.004 11.237 11.239 11.241 11.243
mu[589] 11.262 0.000 0.007 11.262 11.265 11.268 11.271
mu[590] 11.539 0.000 0.005 11.539 11.541 11.543 11.545
mu[591] 11.600 0.000 0.004 11.600 11.602 11.604 11.605
mu[592] 17.700 0.002 0.124 17.700 17.755 17.805 17.858
mu[593] 18.660 0.001 0.040 18.660 18.678 18.695 18.711
mu[594] 19.194 0.001 0.034 19.193 19.209 19.221 19.237
mu[595] 18.586 0.000 0.012 18.586 18.591 18.596 18.601
mu[596] 19.074 0.000 0.016 19.074 19.080 19.087 19.093
mu[597] 19.431 0.000 0.019 19.431 19.439 19.447 19.455
mu[598] 19.295 0.000 0.011 19.295 19.300 19.305 19.310
mu[599] 19.598 0.000 0.018 19.598 19.606 19.613 19.621
mu[600] 19.393 0.000 0.014 19.393 19.399 19.405 19.411
mu[601] 19.476 0.000 0.016 19.476 19.483 19.490 19.496
mu[602] 19.586 0.000 0.011 19.586 19.591 19.596 19.601
mu[603] 20.435 0.000 0.013 20.435 20.440 20.445 20.451
mu[604] 20.198 0.000 0.028 20.198 20.210 20.221 20.234
mu[605] 20.016 0.000 0.012 20.016 20.021 20.026 20.032
mu[606] 20.364 0.000 0.017 20.364 20.371 20.378 20.386
mu[607] 20.406 0.000 0.012 20.405 20.411 20.416 20.422
mu[608] 20.437 0.000 0.013 20.437 20.443 20.448 20.454
mu[609] 20.720 0.000 0.014 20.720 20.726 20.731 20.737
mu[610] 20.390 0.000 0.014 20.390 20.396 20.402 20.408
mu[611] 20.727 0.000 0.015 20.726 20.733 20.739 20.745
mu[612] 20.424 0.000 0.015 20.424 20.430 20.436 20.442
mu[613] 20.096 0.000 0.018 20.096 20.104 20.111 20.118
mu[614] 18.239 0.000 0.028 18.239 18.251 18.263 18.275
mu[615] 16.399 0.000 0.010 16.399 16.403 16.407 16.412
mu[616] 15.424 0.000 0.025 15.425 15.435 15.445 15.456
mu[617] 15.675 0.000 0.024 15.674 15.685 15.695 15.705
mu[618] 15.214 0.000 0.017 15.214 15.221 15.228 15.234
mu[619] 14.654 0.000 0.008 14.654 14.657 14.661 14.664
mu[620] 14.650 0.000 0.007 14.649 14.653 14.655 14.658
mu[621] 14.740 0.000 0.013 14.740 14.746 14.751 14.757
mu[622] 15.263 0.000 0.006 15.263 15.266 15.268 15.271
mu[623] 15.422 0.000 0.010 15.421 15.426 15.431 15.435
mu[624] 15.141 0.000 0.013 15.141 15.146 15.151 15.157
mu[625] 15.096 0.000 0.006 15.096 15.098 15.101 15.104
mu[626] 14.530 0.000 0.011 14.530 14.535 14.539 14.544
mu[627] 14.396 0.000 0.006 14.396 14.399 14.402 14.405
mu[628] 14.094 0.000 0.007 14.094 14.097 14.099 14.102
mu[629] 13.800 0.000 0.011 13.799 13.804 13.809 13.814
mu[630] 13.778 0.000 0.015 13.778 13.785 13.791 13.797
mu[631] 13.358 0.000 0.007 13.358 13.361 13.363 13.366
mu[632] 13.391 0.000 0.005 13.391 13.393 13.395 13.397
mu[633] 13.434 0.000 0.008 13.434 13.437 13.440 13.444
mu[634] 13.231 0.000 0.006 13.231 13.234 13.236 13.239
mu[635] 12.761 0.000 0.010 12.761 12.765 12.769 12.773
mu[636] 12.689 0.000 0.008 12.689 12.692 12.695 12.698
mu[637] 12.265 0.000 0.006 12.265 12.268 12.270 12.273
mu[638] 12.753 0.000 0.023 12.753 12.763 12.773 12.783
mu[639] 12.976 0.000 0.005 12.976 12.978 12.979 12.982
mu[640] 12.796 0.000 0.016 12.796 12.803 12.810 12.817
mu[641] 12.580 0.000 0.004 12.580 12.582 12.583 12.585
mu[642] 12.809 0.000 0.006 12.809 12.812 12.814 12.816
mu[643] 12.511 0.000 0.007 12.511 12.515 12.518 12.521
mu[644] 12.342 0.000 0.008 12.342 12.346 12.349 12.353
mu[645] 12.335 0.000 0.004 12.335 12.337 12.338 12.340
mu[646] 11.937 0.000 0.005 11.937 11.939 11.941 11.944
mu[647] 11.936 0.000 0.007 11.936 11.939 11.942 11.945
mu[648] 12.050 0.000 0.008 12.049 12.053 12.056 12.059
mu[649] 12.378 0.000 0.007 12.378 12.381 12.384 12.387
mu[650] 12.427 0.000 0.004 12.427 12.429 12.431 12.433
mu[651] 12.526 0.000 0.012 12.526 12.532 12.536 12.542
mu[652] 12.454 0.000 0.006 12.454 12.457 12.460 12.463
mu[653] 12.478 0.000 0.007 12.478 12.481 12.484 12.487
mu[654] 12.504 0.000 0.006 12.504 12.506 12.508 12.511
mu[655] 12.534 0.000 0.004 12.534 12.536 12.537 12.539
mu[656] 12.487 0.000 0.005 12.487 12.489 12.491 12.493
mu[657] 12.516 0.000 0.004 12.516 12.518 12.520 12.521
mu[658] 12.524 0.000 0.004 12.524 12.526 12.528 12.530
mu[659] 12.565 0.000 0.004 12.565 12.567 12.568 12.570
mu[660] 12.359 0.000 0.009 12.359 12.363 12.366 12.370
mu[661] 12.001 0.000 0.008 12.001 12.005 12.008 12.011
mu[662] 12.123 0.000 0.011 12.123 12.128 12.132 12.137
mu[663] 12.118 0.000 0.004 12.118 12.119 12.121 12.123
mu[664] 12.438 0.000 0.009 12.438 12.442 12.446 12.450
mu[665] 12.736 0.000 0.006 12.736 12.738 12.741 12.743
mu[666] 12.204 0.000 0.004 12.204 12.206 12.208 12.210
mu[667] 12.424 0.000 0.005 12.424 12.426 12.428 12.431
mu[668] 12.057 0.000 0.006 12.057 12.059 12.061 12.064
mu[669] 11.884 0.000 0.007 11.884 11.888 11.891 11.894
mu[670] 12.079 0.000 0.006 12.079 12.082 12.084 12.087
mu[671] 12.378 0.000 0.005 12.378 12.381 12.383 12.385
mu[672] 12.140 0.000 0.004 12.140 12.142 12.144 12.145
mu[673] 11.861 0.000 0.005 11.861 11.863 11.865 11.868
mu[674] 11.917 0.000 0.007 11.917 11.920 11.923 11.926
mu[675] 11.780 0.000 0.006 11.779 11.782 11.784 11.787
mu[676] 11.906 0.000 0.004 11.906 11.908 11.910 11.912
mu[677] 12.062 0.000 0.006 12.062 12.065 12.067 12.070
mu[678] 11.535 0.000 0.005 11.535 11.537 11.539 11.542
mu[679] 11.517 0.000 0.004 11.517 11.519 11.521 11.523
mu[680] 11.105 0.000 0.005 11.105 11.108 11.110 11.112
mu[681] 10.905 0.000 0.004 10.905 10.907 10.909 10.911
mu[682] 11.242 0.000 0.005 11.242 11.244 11.246 11.248
mu[683] 11.507 0.000 0.004 11.506 11.508 11.510 11.512
mu[684] 11.250 0.000 0.011 11.249 11.254 11.259 11.263
mu[685] 11.029 0.000 0.004 11.029 11.031 11.033 11.035
mu[686] 10.879 0.000 0.004 10.879 10.881 10.883 10.885
mu[687] 10.613 0.000 0.006 10.613 10.616 10.618 10.621
mu[688] 10.960 0.000 0.005 10.960 10.962 10.965 10.967
mu[689] 10.770 0.000 0.005 10.770 10.772 10.774 10.776
mu[690] 10.906 0.000 0.010 10.906 10.910 10.914 10.919
mu[691] 10.899 0.000 0.008 10.899 10.903 10.906 10.909
mu[692] 11.003 0.000 0.005 11.003 11.005 11.007 11.010
mu[693] 10.680 0.000 0.006 10.680 10.683 10.685 10.688
mu[694] 10.665 0.000 0.005 10.665 10.667 10.669 10.672
mu[695] 10.599 0.000 0.005 10.599 10.601 10.603 10.605
mu[696] 10.467 0.000 0.004 10.467 10.469 10.470 10.472
mu[697] 10.326 0.000 0.006 10.326 10.328 10.331 10.333
mu[698] 10.159 0.000 0.006 10.159 10.161 10.164 10.166
mu[699] 10.440 0.000 0.018 10.440 10.448 10.455 10.463
mu[700] 11.139 0.000 0.005 11.139 11.141 11.143 11.145
mu[701] 11.030 0.000 0.005 11.030 11.032 11.034 11.036
mu[702] 10.866 0.000 0.005 10.866 10.868 10.870 10.872
mu[703] 10.933 0.000 0.005 10.933 10.936 10.938 10.940
mu[704] 10.879 0.000 0.005 10.879 10.882 10.884 10.886
mu[705] 10.856 0.000 0.005 10.856 10.858 10.860 10.862
mu[706] 10.753 0.000 0.005 10.753 10.756 10.758 10.760
mu[707] 10.976 0.000 0.006 10.976 10.978 10.980 10.983
mu[708] 10.905 0.000 0.006 10.905 10.907 10.909 10.912
mu[709] 10.746 0.000 0.005 10.746 10.748 10.750 10.753
mu[710] 10.762 0.000 0.006 10.762 10.765 10.767 10.770
mu[711] 10.598 0.000 0.008 10.598 10.601 10.604 10.607
mu[712] 10.455 0.000 0.006 10.455 10.458 10.460 10.463
mu[713] 10.248 0.000 0.006 10.248 10.251 10.253 10.256
mu[714] 10.138 0.000 0.005 10.138 10.140 10.142 10.144
mu[715] 10.017 0.000 0.005 10.017 10.020 10.022 10.024
mu[716] 10.105 0.000 0.005 10.105 10.107 10.109 10.111
mu[717] 9.800 0.000 0.006 9.800 9.802 9.805 9.807
mu[718] 9.681 0.000 0.006 9.681 9.683 9.686 9.688
mu[719] 10.042 0.000 0.007 10.042 10.045 10.048 10.051
mu[720] 10.092 0.000 0.008 10.092 10.095 10.098 10.101
mu[721] 10.473 0.000 0.009 10.473 10.477 10.480 10.484
mu[722] 9.759 0.000 0.011 9.759 9.764 9.769 9.774
mu[723] 10.154 0.000 0.005 10.154 10.156 10.158 10.160
mu[724] 10.471 0.000 0.004 10.471 10.473 10.475 10.477
mu[725] 10.551 0.000 0.008 10.551 10.555 10.558 10.561
mu[726] 10.662 0.000 0.009 10.662 10.666 10.670 10.673
mu[727] 10.353 0.000 0.006 10.353 10.356 10.359 10.361
mu[728] 10.433 0.000 0.005 10.433 10.435 10.437 10.439
mu[729] 10.433 0.000 0.005 10.433 10.436 10.438 10.440
mu[730] 10.621 0.000 0.006 10.621 10.624 10.626 10.629
mu[731] 10.602 0.000 0.005 10.602 10.604 10.606 10.609
mu[732] 10.653 0.000 0.008 10.653 10.656 10.659 10.663
mu[733] 10.494 0.000 0.006 10.493 10.496 10.498 10.501
mu[734] 11.305 0.000 0.014 11.305 11.311 11.316 11.323
mu[735] 11.620 0.000 0.005 11.620 11.622 11.623 11.626
mu[736] 11.332 0.000 0.004 11.332 11.333 11.335 11.337
mu[737] 11.375 0.000 0.008 11.375 11.379 11.382 11.386
mu[738] 11.482 0.000 0.004 11.482 11.484 11.486 11.488
mu[739] 11.385 0.000 0.006 11.385 11.388 11.390 11.393
mu[740] 11.727 0.000 0.006 11.726 11.729 11.732 11.735
mu[741] 11.612 0.000 0.008 11.612 11.616 11.619 11.622
mu[742] 11.751 0.000 0.006 11.751 11.753 11.756 11.758
mu[743] 11.768 0.000 0.004 11.768 11.770 11.772 11.774
mu[744] 11.561 0.000 0.008 11.560 11.564 11.567 11.571
mu[745] 11.643 0.000 0.006 11.642 11.645 11.648 11.651
mu[746] 11.344 0.000 0.006 11.344 11.347 11.349 11.352
mu[747] 10.938 0.000 0.006 10.938 10.940 10.943 10.946
mu[748] 11.061 0.000 0.006 11.061 11.063 11.066 11.068
mu[749] 11.205 0.000 0.004 11.205 11.207 11.209 11.210
mu[750] 11.248 0.000 0.004 11.248 11.250 11.252 11.254
mu[751] 10.851 0.000 0.005 10.851 10.853 10.855 10.858
mu[752] 10.764 0.000 0.004 10.764 10.766 10.768 10.770
mu[753] 10.989 0.000 0.005 10.989 10.991 10.993 10.995
mu[754] 11.286 0.000 0.012 11.286 11.291 11.296 11.301
mu[755] 11.551 0.000 0.005 11.551 11.553 11.555 11.557
mu[756] 11.214 0.000 0.007 11.214 11.217 11.219 11.222
mu[757] 10.614 0.000 0.006 10.614 10.616 10.619 10.621
mu[758] 10.487 0.000 0.007 10.487 10.490 10.493 10.496
mu[759] 10.718 0.000 0.005 10.718 10.720 10.722 10.725
mu[760] 10.441 0.000 0.006 10.441 10.443 10.446 10.448
mu[761] 10.571 0.000 0.005 10.571 10.573 10.575 10.577
mu[762] 10.987 0.000 0.010 10.987 10.991 10.996 11.000
mu[763] 10.503 0.000 0.006 10.503 10.506 10.508 10.511
mu[764] 10.448 0.000 0.005 10.448 10.450 10.452 10.454
mu[765] 10.203 0.000 0.006 10.203 10.205 10.208 10.211
mu[766] 10.325 0.000 0.006 10.325 10.328 10.330 10.333
mu[767] 10.122 0.000 0.009 10.122 10.126 10.130 10.133
mu[768] 10.300 0.000 0.004 10.300 10.302 10.304 10.306
mu[769] 10.267 0.000 0.004 10.267 10.269 10.271 10.273
mu[770] 10.093 0.000 0.005 10.093 10.095 10.097 10.099
mu[771] 10.254 0.000 0.006 10.254 10.257 10.260 10.262
mu[772] 10.220 0.000 0.005 10.220 10.223 10.225 10.227
mu[773] 10.212 0.000 0.005 10.211 10.214 10.216 10.218
mu[774] 10.811 0.000 0.006 10.811 10.814 10.816 10.819
mu[775] 10.622 0.000 0.006 10.622 10.625 10.627 10.630
mu[776] 10.299 0.000 0.006 10.299 10.302 10.304 10.307
mu[777] 10.176 0.000 0.007 10.176 10.180 10.182 10.186
mu[778] 9.874 0.000 0.005 9.874 9.876 9.878 9.880
mu[779] 10.391 0.000 0.009 10.391 10.395 10.398 10.402
mu[780] 10.280 0.000 0.008 10.280 10.284 10.287 10.291
mu[781] 10.005 0.000 0.005 10.005 10.008 10.010 10.012
mu[782] 10.140 0.000 0.005 10.140 10.142 10.144 10.146
mu[783] 9.921 0.000 0.007 9.921 9.924 9.927 9.930
mu[784] 9.900 0.000 0.006 9.899 9.902 9.905 9.908
mu[785] 9.657 0.000 0.005 9.657 9.660 9.662 9.664
mu[786] 9.618 0.000 0.007 9.618 9.621 9.624 9.627
mu[787] 9.558 0.000 0.006 9.558 9.561 9.563 9.566
mu[788] 10.009 0.000 0.008 10.010 10.013 10.016 10.020
mu[789] 10.480 0.000 0.005 10.480 10.482 10.484 10.486
mu[790] 10.300 0.000 0.005 10.300 10.302 10.304 10.306
mu[791] 10.047 0.000 0.006 10.047 10.050 10.052 10.055
mu[792] 10.101 0.000 0.005 10.101 10.103 10.106 10.108
mu[793] 10.020 0.000 0.006 10.020 10.023 10.025 10.028
mu[794] 10.586 0.000 0.006 10.586 10.588 10.591 10.594
mu[795] 10.464 0.000 0.007 10.464 10.467 10.470 10.474
mu[796] 10.173 0.000 0.007 10.173 10.176 10.179 10.182
mu[797] 10.040 0.000 0.008 10.040 10.043 10.047 10.050
mu[798] 10.337 0.000 0.010 10.337 10.342 10.346 10.350
mu[799] 10.450 0.000 0.007 10.450 10.453 10.456 10.459
mu[800] 10.343 0.000 0.005 10.343 10.345 10.346 10.349
mu[801] 10.358 0.000 0.005 10.358 10.360 10.361 10.363
mu[802] 9.883 0.000 0.006 9.883 9.886 9.888 9.891
mu[803] 9.940 0.000 0.006 9.940 9.943 9.945 9.948
mu[804] 10.364 0.000 0.005 10.364 10.367 10.369 10.371
mu[805] 10.210 0.000 0.006 10.210 10.213 10.215 10.217
mu[806] 10.255 0.000 0.008 10.255 10.259 10.262 10.265
mu[807] 10.321 0.000 0.005 10.321 10.323 10.325 10.327
mu[808] 10.256 0.000 0.005 10.256 10.258 10.260 10.262
mu[809] 10.216 0.000 0.006 10.216 10.219 10.221 10.224
mu[810] 10.590 0.000 0.006 10.590 10.593 10.595 10.597
mu[811] 10.015 0.000 0.007 10.015 10.018 10.021 10.025
mu[812] 9.550 0.000 0.005 9.550 9.552 9.554 9.556
mu[813] 9.822 0.000 0.006 9.822 9.825 9.827 9.830
mu[814] 10.147 0.000 0.006 10.147 10.149 10.152 10.155
mu[815] 9.865 0.000 0.006 9.865 9.868 9.870 9.873
mu[816] 10.124 0.000 0.006 10.124 10.127 10.129 10.131
mu[817] 9.661 0.000 0.010 9.661 9.666 9.670 9.673
mu[818] 9.606 0.000 0.005 9.606 9.608 9.610 9.613
mu[819] 9.635 0.000 0.005 9.635 9.637 9.639 9.641
mu[820] 9.464 0.000 0.005 9.464 9.467 9.469 9.471
mu[821] 9.416 0.000 0.009 9.417 9.420 9.424 9.428
mu[822] 9.669 0.000 0.005 9.669 9.671 9.673 9.676
mu[823] 9.615 0.000 0.005 9.615 9.617 9.619 9.622
mu[824] 9.465 0.000 0.006 9.465 9.468 9.471 9.473
mu[825] 9.253 0.000 0.005 9.253 9.255 9.257 9.260
mu[826] 9.736 0.000 0.005 9.736 9.738 9.740 9.743
mu[827] 9.780 0.000 0.006 9.780 9.782 9.785 9.787
mu[828] 9.519 0.000 0.005 9.519 9.522 9.524 9.526
mu[829] 9.491 0.000 0.005 9.491 9.494 9.496 9.498
mu[830] 9.668 0.000 0.006 9.668 9.670 9.672 9.675
mu[831] 9.654 0.000 0.005 9.654 9.656 9.658 9.660
mu[832] 9.888 0.000 0.008 9.888 9.891 9.894 9.898
mu[833] 9.854 0.000 0.005 9.854 9.857 9.858 9.861
mu[834] 9.997 0.000 0.005 9.998 10.000 10.002 10.004
mu[835] 10.103 0.000 0.008 10.103 10.107 10.110 10.114
mu[836] 10.120 0.000 0.005 10.120 10.122 10.124 10.126
mu[837] 10.177 0.000 0.008 10.177 10.180 10.183 10.187
mu[838] 10.062 0.000 0.005 10.062 10.064 10.065 10.067
mu[839] 9.843 0.000 0.005 9.843 9.845 9.847 9.849
mu[840] 9.827 0.000 0.006 9.827 9.830 9.832 9.835
mu[841] 10.115 0.000 0.011 10.115 10.120 10.124 10.129
mu[842] 11.548 0.000 0.012 11.548 11.553 11.558 11.564
mu[843] 11.210 0.000 0.010 11.210 11.215 11.219 11.223
mu[844] 11.430 0.000 0.008 11.429 11.433 11.436 11.440
mu[845] 11.343 0.000 0.009 11.343 11.347 11.351 11.355
mu[846] 11.570 0.000 0.006 11.570 11.572 11.575 11.578
mu[847] 11.931 0.000 0.009 11.931 11.935 11.939 11.943
mu[848] 11.929 0.000 0.004 11.929 11.931 11.933 11.935
mu[849] 11.742 0.000 0.004 11.742 11.744 11.745 11.747
mu[850] 11.916 0.000 0.005 11.916 11.918 11.920 11.923
mu[851] 11.992 0.000 0.008 11.992 11.995 11.998 12.002
mu[852] 12.124 0.000 0.007 12.124 12.127 12.131 12.134
mu[853] 11.999 0.000 0.004 11.999 12.001 12.003 12.004
mu[854] 12.105 0.000 0.004 12.105 12.107 12.109 12.111
mu[855] 12.013 0.000 0.004 12.013 12.015 12.017 12.018
mu[856] 12.048 0.000 0.006 12.047 12.050 12.053 12.055
mu[857] 12.032 0.000 0.007 12.032 12.035 12.038 12.041
mu[858] 12.516 0.000 0.009 12.516 12.520 12.524 12.529
mu[859] 11.991 0.000 0.009 11.991 11.995 11.999 12.003
mu[860] 12.046 0.000 0.005 12.046 12.048 12.050 12.053
mu[861] 12.012 0.000 0.005 12.012 12.015 12.017 12.019
mu[862] 12.272 0.000 0.007 12.271 12.275 12.278 12.281
mu[863] 12.290 0.000 0.006 12.290 12.292 12.295 12.297
mu[864] 12.192 0.000 0.005 12.192 12.194 12.196 12.198
mu[865] 11.610 0.000 0.011 11.610 11.615 11.619 11.624
mu[866] 11.882 0.000 0.006 11.882 11.885 11.887 11.890
mu[867] 12.160 0.000 0.008 12.160 12.164 12.167 12.170
mu[868] 12.093 0.000 0.008 12.093 12.097 12.100 12.103
mu[869] 11.738 0.000 0.006 11.738 11.740 11.743 11.745
mu[870] 11.807 0.000 0.006 11.807 11.810 11.813 11.815
mu[871] 12.588 0.000 0.006 12.588 12.590 12.593 12.595
mu[872] 12.604 0.000 0.005 12.604 12.606 12.608 12.610
mu[873] 12.567 0.000 0.004 12.567 12.569 12.570 12.572
mu[874] 12.727 0.000 0.005 12.727 12.729 12.731 12.733
mu[875] 12.488 0.000 0.004 12.488 12.490 12.492 12.493
mu[876] 12.450 0.000 0.005 12.450 12.452 12.455 12.457
mu[877] 12.345 0.000 0.004 12.345 12.347 12.348 12.350
mu[878] 12.387 0.000 0.004 12.387 12.389 12.390 12.392
mu[879] 12.357 0.000 0.005 12.357 12.359 12.361 12.363
mu[880] 12.163 0.000 0.004 12.163 12.164 12.166 12.168
mu[881] 11.873 0.000 0.006 11.873 11.876 11.878 11.880
mu[882] 12.003 0.000 0.005 12.003 12.005 12.007 12.010
mu[883] 11.840 0.000 0.005 11.841 11.843 11.844 11.846
mu[884] 11.872 0.000 0.005 11.872 11.874 11.876 11.878
mu[885] 11.815 0.000 0.009 11.815 11.819 11.823 11.827
mu[886] 11.900 0.000 0.005 11.900 11.902 11.904 11.906
mu[887] 11.760 0.000 0.004 11.760 11.762 11.764 11.766
mu[888] 12.009 0.000 0.005 12.009 12.011 12.012 12.014
mu[889] 11.730 0.000 0.004 11.730 11.732 11.734 11.736
mu[890] 11.445 0.000 0.008 11.445 11.449 11.452 11.455
mu[891] 11.507 0.000 0.006 11.507 11.510 11.512 11.515
mu[892] 11.281 0.000 0.005 11.281 11.283 11.285 11.287
mu[893] 11.000 0.000 0.008 11.000 11.004 11.007 11.011
mu[894] 10.416 0.000 0.007 10.416 10.419 10.421 10.424
mu[895] 10.108 0.000 0.005 10.108 10.110 10.112 10.114
mu[896] 9.889 0.000 0.006 9.889 9.892 9.894 9.897
mu[897] 9.929 0.000 0.005 9.929 9.931 9.933 9.935
mu[898] 9.635 0.000 0.007 9.635 9.638 9.641 9.644
mu[899] 9.786 0.000 0.005 9.786 9.788 9.790 9.792
mu[900] 9.748 0.000 0.006 9.748 9.751 9.753 9.756
mu[901] 9.649 0.000 0.007 9.649 9.652 9.655 9.658
mu[902] 9.723 0.000 0.007 9.723 9.725 9.728 9.731
mu[903] 9.855 0.000 0.006 9.855 9.858 9.860 9.863
mu[904] 9.832 0.000 0.005 9.832 9.834 9.836 9.838
mu[905] 9.711 0.000 0.006 9.711 9.714 9.716 9.719
mu[906] 9.990 0.000 0.008 9.990 9.994 9.996 10.000
mu[907] 9.616 0.000 0.006 9.616 9.619 9.621 9.623
mu[908] 9.579 0.000 0.007 9.579 9.582 9.585 9.588
mu[909] 9.336 0.000 0.007 9.336 9.340 9.342 9.345
mu[910] 9.344 0.000 0.006 9.344 9.347 9.349 9.351
mu[911] 9.314 0.000 0.005 9.314 9.316 9.319 9.321
mu[912] 9.768 0.000 0.007 9.768 9.771 9.774 9.777
mu[913] 9.542 0.000 0.006 9.542 9.544 9.546 9.549
mu[914] 9.255 0.000 0.009 9.255 9.259 9.263 9.267
mu[915] 9.698 0.000 0.007 9.698 9.701 9.703 9.706
mu[916] 9.555 0.000 0.006 9.555 9.558 9.560 9.563
mu[917] 9.503 0.000 0.005 9.503 9.505 9.507 9.509
mu[918] 9.374 0.000 0.005 9.374 9.377 9.379 9.381
mu[919] 9.375 0.000 0.005 9.375 9.378 9.380 9.382
mu[920] 9.032 0.000 0.007 9.032 9.035 9.038 9.041
mu[921] 9.187 0.000 0.006 9.187 9.190 9.192 9.195
mu[922] 8.984 0.000 0.006 8.984 8.986 8.989 8.991
mu[923] 9.013 0.000 0.008 9.013 9.016 9.019 9.023
mu[924] 9.284 0.000 0.007 9.284 9.287 9.290 9.293
mu[925] 9.268 0.000 0.006 9.268 9.271 9.273 9.275
mu[926] 9.228 0.000 0.005 9.228 9.230 9.232 9.235
mu[927] 9.267 0.000 0.006 9.267 9.270 9.273 9.275
mu[928] 9.556 0.000 0.005 9.556 9.558 9.560 9.562
mu[929] 9.290 0.000 0.007 9.290 9.293 9.295 9.298
mu[930] 9.850 0.000 0.012 9.850 9.855 9.860 9.865
mu[931] 9.897 0.000 0.006 9.897 9.899 9.901 9.904
mu[932] 9.759 0.000 0.006 9.759 9.761 9.764 9.766
mu[933] 9.566 0.000 0.005 9.566 9.568 9.570 9.573
mu[934] 9.420 0.000 0.006 9.420 9.423 9.425 9.428
mu[935] 9.417 0.000 0.006 9.417 9.420 9.422 9.425
mu[936] 9.730 0.000 0.010 9.730 9.735 9.738 9.743
mu[937] 9.887 0.000 0.006 9.887 9.890 9.892 9.894
mu[938] 9.544 0.000 0.005 9.544 9.546 9.548 9.551
mu[939] 9.540 0.000 0.007 9.540 9.543 9.546 9.549
mu[940] 9.391 0.000 0.007 9.391 9.393 9.396 9.399
mu[941] 9.374 0.000 0.006 9.374 9.377 9.379 9.381
mu[942] 9.355 0.000 0.005 9.355 9.357 9.359 9.361
mu[943] 9.540 0.000 0.007 9.540 9.544 9.546 9.550
mu[944] 9.196 0.000 0.006 9.196 9.198 9.200 9.203
mu[945] 9.199 0.000 0.009 9.199 9.203 9.206 9.210
mu[946] 9.208 0.000 0.006 9.208 9.210 9.213 9.216
mu[947] 8.826 0.000 0.007 8.826 8.829 8.832 8.835
mu[948] 8.777 0.000 0.006 8.777 8.780 8.782 8.784
mu[949] 8.458 0.000 0.009 8.458 8.462 8.465 8.469
mu[950] 8.270 0.000 0.006 8.270 8.273 8.276 8.279
mu[951] 8.134 0.000 0.009 8.134 8.138 8.141 8.145
mu[952] 8.478 0.000 0.009 8.478 8.482 8.485 8.489
mu[953] 8.169 0.000 0.015 8.170 8.176 8.182 8.189
mu[954] 8.445 0.000 0.008 8.445 8.449 8.452 8.456
mu[955] 8.492 0.000 0.007 8.492 8.495 8.498 8.501
mu[956] 8.440 0.000 0.010 8.440 8.444 8.448 8.452
mu[957] 8.384 0.000 0.007 8.384 8.387 8.390 8.393
mu[958] 8.365 0.000 0.008 8.365 8.368 8.371 8.375
mu[959] 8.213 0.000 0.006 8.213 8.216 8.219 8.222
mu[960] 8.556 0.000 0.006 8.556 8.559 8.562 8.564
mu[961] 8.997 0.000 0.008 8.997 9.000 9.004 9.007
mu[962] 8.688 0.000 0.006 8.688 8.691 8.693 8.696
mu[963] 8.738 0.000 0.008 8.738 8.741 8.744 8.747
mu[964] 8.614 0.000 0.006 8.614 8.616 8.619 8.622
mu[965] 9.141 0.000 0.008 9.141 9.145 9.148 9.152
mu[966] 9.176 0.000 0.005 9.176 9.178 9.180 9.182
mu[967] 9.308 0.000 0.006 9.308 9.310 9.313 9.316
mu[968] 9.296 0.000 0.006 9.296 9.299 9.301 9.304
mu[969] 9.359 0.000 0.005 9.359 9.362 9.364 9.366
mu[970] 9.515 0.000 0.006 9.515 9.517 9.520 9.522
mu[971] 9.987 0.000 0.007 9.987 9.991 9.993 9.997
mu[972] 10.046 0.000 0.005 10.046 10.049 10.051 10.053
mu[973] 10.383 0.000 0.005 10.382 10.385 10.387 10.389
mu[974] 10.458 0.000 0.008 10.458 10.461 10.464 10.468
mu[975] 10.516 0.000 0.004 10.516 10.518 10.520 10.522
mu[976] 10.463 0.000 0.010 10.463 10.468 10.472 10.476
mu[977] 10.438 0.000 0.005 10.438 10.440 10.443 10.445
mu[978] 10.392 0.000 0.005 10.392 10.395 10.397 10.399
mu[979] 11.041 0.000 0.009 11.041 11.045 11.049 11.053
mu[980] 11.043 0.000 0.005 11.043 11.045 11.047 11.048
mu[981] 11.076 0.000 0.005 11.076 11.078 11.080 11.082
mu[982] 11.378 0.000 0.009 11.378 11.382 11.386 11.389
mu[983] 11.539 0.000 0.004 11.539 11.540 11.542 11.544
mu[984] 11.501 0.000 0.004 11.501 11.503 11.505 11.506
mu[985] 11.764 0.000 0.006 11.764 11.767 11.770 11.772
mu[986] 11.702 0.000 0.004 11.702 11.704 11.706 11.708
mu[987] 11.666 0.000 0.004 11.666 11.668 11.670 11.672
mu[988] 11.632 0.000 0.007 11.632 11.635 11.638 11.641
mu[989] 12.166 0.000 0.011 12.166 12.171 12.175 12.180
mu[990] 12.805 0.000 0.007 12.805 12.809 12.811 12.815
mu[991] 12.833 0.000 0.008 12.833 12.837 12.840 12.844
mu[992] 12.721 0.000 0.004 12.721 12.723 12.725 12.727
mu[993] 12.616 0.000 0.005 12.616 12.618 12.620 12.622
mu[994] 12.653 0.000 0.005 12.653 12.656 12.658 12.660
mu[995] 12.595 0.000 0.005 12.595 12.598 12.600 12.602
mu[996] 12.361 0.000 0.006 12.361 12.364 12.366 12.369
mu[997] 12.420 0.000 0.005 12.420 12.422 12.424 12.426
mu[998] 12.146 0.000 0.004 12.146 12.147 12.149 12.151
mu[999] 12.105 0.000 0.006 12.105 12.107 12.110 12.112
mu[1000] 12.277 0.000 0.005 12.277 12.279 12.281 12.284
mu[1001] 12.250 0.000 0.007 12.250 12.253 12.255 12.259
mu[1002] 11.833 0.000 0.006 11.833 11.835 11.838 11.840
mu[1003] 12.251 0.000 0.007 12.251 12.254 12.257 12.259
mu[1004] 12.023 0.000 0.005 12.022 12.024 12.026 12.028
mu[1005] 11.732 0.000 0.005 11.732 11.734 11.736 11.739
mu[1006] 11.729 0.000 0.009 11.729 11.733 11.736 11.740
mu[1007] 11.924 0.000 0.008 11.924 11.928 11.931 11.934
mu[1008] 11.612 0.000 0.010 11.612 11.616 11.620 11.624
mu[1009] 11.568 0.000 0.004 11.568 11.570 11.572 11.574
mu[1010] 11.466 0.000 0.005 11.466 11.468 11.469 11.471
mu[1011] 11.292 0.000 0.004 11.292 11.293 11.295 11.297
mu[1012] 10.552 0.000 0.020 10.553 10.561 10.570 10.578
mu[1013] 10.387 0.000 0.004 10.387 10.389 10.390 10.392
mu[1014] 10.429 0.000 0.005 10.429 10.431 10.433 10.435
mu[1015] 10.351 0.000 0.004 10.351 10.353 10.355 10.357
mu[1016] 10.269 0.000 0.005 10.269 10.272 10.274 10.276
mu[1017] 10.201 0.000 0.005 10.201 10.203 10.205 10.207
mu[1018] 10.274 0.000 0.012 10.274 10.279 10.284 10.289
mu[1019] 10.536 0.000 0.016 10.537 10.543 10.550 10.556
mu[1020] 10.788 0.000 0.008 10.788 10.791 10.794 10.798
mu[1021] 11.094 0.000 0.005 11.094 11.096 11.098 11.100
mu[1022] 11.074 0.000 0.005 11.074 11.077 11.079 11.081
mu[1023] 10.725 0.000 0.005 10.725 10.727 10.729 10.732
mu[1024] 10.794 0.000 0.005 10.794 10.797 10.799 10.801
mu[1025] 11.306 0.000 0.006 11.306 11.308 11.311 11.313
mu[1026] 10.700 0.000 0.013 10.700 10.706 10.711 10.717
mu[1027] 10.703 0.000 0.005 10.703 10.706 10.708 10.710
mu[1028] 10.523 0.000 0.007 10.523 10.526 10.528 10.531
mu[1029] 10.671 0.000 0.008 10.671 10.674 10.678 10.681
mu[1030] 10.573 0.000 0.007 10.573 10.576 10.579 10.582
mu[1031] 10.481 0.000 0.005 10.481 10.484 10.485 10.488
mu[1032] 10.577 0.000 0.005 10.577 10.579 10.581 10.583
mu[1033] 10.698 0.000 0.007 10.698 10.701 10.704 10.707
mu[1034] 10.771 0.000 0.004 10.771 10.773 10.774 10.776
mu[1035] 10.719 0.000 0.005 10.719 10.721 10.723 10.726
mu[1036] 10.652 0.000 0.004 10.652 10.654 10.656 10.658
mu[1037] 10.861 0.000 0.005 10.861 10.863 10.865 10.867
mu[1038] 11.290 0.000 0.010 11.290 11.294 11.298 11.302
mu[1039] 11.467 0.000 0.005 11.467 11.470 11.472 11.474
mu[1040] 11.454 0.000 0.005 11.454 11.456 11.458 11.460
mu[1041] 11.321 0.000 0.005 11.321 11.323 11.325 11.327
mu[1042] 10.928 0.000 0.007 10.928 10.931 10.934 10.937
mu[1043] 10.887 0.000 0.005 10.887 10.889 10.891 10.893
mu[1044] 10.736 0.000 0.006 10.736 10.739 10.742 10.744
mu[1045] 10.969 0.000 0.010 10.969 10.974 10.977 10.981
mu[1046] 10.808 0.000 0.005 10.808 10.810 10.812 10.814
mu[1047] 10.693 0.000 0.007 10.693 10.696 10.699 10.702
mu[1048] 10.674 0.000 0.005 10.674 10.676 10.678 10.680
mu[1049] 10.589 0.000 0.005 10.589 10.591 10.593 10.595
mu[1050] 10.586 0.000 0.005 10.586 10.588 10.590 10.592
mu[1051] 10.805 0.000 0.005 10.805 10.807 10.809 10.812
mu[1052] 10.576 0.000 0.005 10.576 10.578 10.580 10.582
mu[1053] 10.225 0.000 0.005 10.225 10.227 10.230 10.232
mu[1054] 10.162 0.000 0.007 10.162 10.165 10.167 10.170
mu[1055] 10.126 0.000 0.005 10.127 10.129 10.131 10.133
mu[1056] 9.869 0.000 0.008 9.869 9.873 9.876 9.879
mu[1057] 10.072 0.000 0.007 10.072 10.075 10.077 10.081
mu[1058] 10.049 0.000 0.005 10.049 10.052 10.054 10.056
mu[1059] 9.731 0.000 0.005 9.731 9.733 9.735 9.737
mu[1060] 9.406 0.000 0.007 9.406 9.409 9.412 9.415
mu[1061] 8.775 0.000 0.007 8.775 8.778 8.781 8.784
mu[1062] 8.617 0.000 0.009 8.617 8.621 8.624 8.628
mu[1063] 8.896 0.000 0.006 8.896 8.899 8.901 8.903
mu[1064] 9.218 0.000 0.009 9.218 9.221 9.225 9.229
mu[1065] 9.184 0.000 0.006 9.184 9.186 9.188 9.191
mu[1066] 8.733 0.000 0.006 8.733 8.736 8.738 8.741
mu[1067] 8.710 0.000 0.006 8.710 8.712 8.715 8.717
mu[1068] 9.454 0.000 0.016 9.454 9.461 9.467 9.475
mu[1069] 9.440 0.000 0.005 9.440 9.443 9.445 9.447
mu[1070] 9.528 0.000 0.006 9.528 9.531 9.534 9.536
mu[1071] 9.421 0.000 0.006 9.421 9.424 9.426 9.429
mu[1072] 8.967 0.000 0.007 8.968 8.971 8.973 8.976
mu[1073] 8.782 0.000 0.006 8.782 8.784 8.786 8.789
mu[1074] 8.965 0.000 0.006 8.965 8.968 8.970 8.973
mu[1075] 9.086 0.000 0.008 9.086 9.090 9.093 9.096
mu[1076] 9.467 0.000 0.008 9.467 9.470 9.474 9.477
mu[1077] 9.327 0.000 0.006 9.327 9.329 9.332 9.334
mu[1078] 9.060 0.000 0.006 9.060 9.062 9.065 9.068
mu[1079] 8.978 0.000 0.007 8.978 8.981 8.984 8.987
mu[1080] 8.638 0.000 0.008 8.638 8.641 8.644 8.648
mu[1081] 8.881 0.000 0.005 8.881 8.883 8.885 8.888
mu[1082] 8.872 0.000 0.006 8.872 8.875 8.877 8.879
mu[1083] 9.104 0.000 0.009 9.104 9.108 9.112 9.116
mu[1084] 9.113 0.000 0.006 9.113 9.116 9.118 9.120
mu[1085] 8.928 0.000 0.006 8.928 8.930 8.933 8.935
mu[1086] 8.850 0.000 0.008 8.850 8.854 8.857 8.860
mu[1087] 8.679 0.000 0.006 8.679 8.682 8.684 8.687
mu[1088] 8.561 0.000 0.007 8.561 8.564 8.567 8.570
mu[1089] 8.682 0.000 0.007 8.682 8.685 8.688 8.691
mu[1090] 8.473 0.000 0.006 8.473 8.476 8.478 8.481
mu[1091] 8.057 0.000 0.011 8.057 8.062 8.066 8.071
mu[1092] 7.777 0.000 0.009 7.777 7.781 7.785 7.789
mu[1093] 7.853 0.000 0.007 7.853 7.856 7.858 7.862
mu[1094] 7.791 0.000 0.007 7.791 7.794 7.796 7.799
mu[1095] 8.855 0.000 0.012 8.855 8.860 8.865 8.870
mu[1096] 8.996 0.000 0.007 8.996 8.999 9.002 9.005
mu[1097] 9.037 0.000 0.025 9.037 9.048 9.058 9.069
mu[1098] 8.897 0.000 0.006 8.897 8.900 8.902 8.905
mu[1099] 8.876 0.000 0.006 8.876 8.878 8.881 8.883
mu[1100] 8.763 0.000 0.007 8.763 8.766 8.768 8.772
mu[1101] 8.808 0.000 0.006 8.808 8.811 8.814 8.816
mu[1102] 8.760 0.000 0.008 8.760 8.764 8.767 8.771
mu[1103] 8.554 0.000 0.007 8.554 8.557 8.559 8.562
mu[1104] 8.566 0.000 0.008 8.566 8.570 8.573 8.576
mu[1105] 8.591 0.000 0.007 8.591 8.594 8.597 8.600
mu[1106] 8.405 0.000 0.006 8.405 8.408 8.410 8.413
mu[1107] 8.560 0.000 0.008 8.560 8.564 8.567 8.571
mu[1108] 8.394 0.000 0.006 8.394 8.396 8.399 8.402
mu[1109] 8.619 0.000 0.006 8.619 8.621 8.623 8.626
mu[1110] 8.999 0.000 0.006 8.999 9.002 9.005 9.007
mu[1111] 8.992 0.000 0.006 8.992 8.994 8.997 8.999
mu[1112] 8.772 0.000 0.006 8.772 8.775 8.777 8.780
mu[1113] 8.905 0.000 0.006 8.905 8.907 8.910 8.912
mu[1114] 8.821 0.000 0.008 8.821 8.824 8.828 8.831
mu[1115] 8.699 0.000 0.006 8.699 8.702 8.705 8.708
mu[1116] 8.910 0.000 0.006 8.910 8.913 8.915 8.918
mu[1117] 9.353 0.000 0.007 9.353 9.356 9.359 9.363
mu[1118] 8.560 0.000 0.015 8.560 8.566 8.572 8.579
mu[1119] 8.650 0.000 0.012 8.650 8.655 8.661 8.666
mu[1120] 8.442 0.000 0.006 8.442 8.444 8.447 8.449
mu[1121] 8.290 0.000 0.009 8.290 8.293 8.297 8.301
mu[1122] 8.681 0.000 0.006 8.681 8.684 8.686 8.689
mu[1123] 8.652 0.000 0.006 8.652 8.655 8.657 8.660
mu[1124] 8.531 0.000 0.006 8.531 8.534 8.536 8.539
mu[1125] 9.312 0.000 0.008 9.312 9.316 9.319 9.323
mu[1126] 9.285 0.000 0.009 9.285 9.289 9.292 9.296
mu[1127] 9.404 0.000 0.008 9.404 9.407 9.410 9.414
mu[1128] 9.353 0.000 0.006 9.353 9.356 9.358 9.361
mu[1129] 9.475 0.000 0.005 9.475 9.477 9.479 9.481
mu[1130] 9.487 0.000 0.005 9.487 9.489 9.491 9.494
mu[1131] 9.581 0.000 0.007 9.581 9.583 9.586 9.589
mu[1132] 9.406 0.000 0.005 9.406 9.409 9.411 9.413
mu[1133] 9.039 0.000 0.009 9.039 9.042 9.046 9.049
mu[1134] 9.084 0.000 0.006 9.084 9.087 9.089 9.091
mu[1135] 9.444 0.000 0.006 9.444 9.447 9.449 9.452
mu[1136] 9.486 0.000 0.005 9.486 9.488 9.490 9.493
mu[1137] 9.588 0.000 0.006 9.588 9.591 9.593 9.595
mu[1138] 9.539 0.000 0.005 9.539 9.541 9.543 9.546
mu[1139] 9.502 0.000 0.005 9.502 9.504 9.506 9.509
mu[1140] 9.364 0.000 0.007 9.364 9.367 9.369 9.372
mu[1141] 9.308 0.000 0.007 9.308 9.311 9.314 9.316
mu[1142] 9.201 0.000 0.006 9.201 9.203 9.206 9.208
mu[1143] 9.249 0.000 0.009 9.249 9.253 9.256 9.260
mu[1144] 9.287 0.000 0.006 9.287 9.289 9.291 9.294
mu[1145] 9.962 0.000 0.007 9.962 9.965 9.968 9.970
mu[1146] 9.876 0.000 0.007 9.876 9.879 9.882 9.885
mu[1147] 10.419 0.000 0.007 10.419 10.422 10.424 10.427
mu[1148] 10.004 0.000 0.006 10.004 10.007 10.009 10.012
mu[1149] 10.641 0.000 0.006 10.641 10.643 10.646 10.649
mu[1150] 10.403 0.000 0.005 10.403 10.405 10.407 10.409
mu[1151] 10.380 0.000 0.005 10.380 10.382 10.384 10.386
mu[1152] 10.318 0.000 0.004 10.318 10.320 10.322 10.324
mu[1153] 10.226 0.000 0.004 10.226 10.228 10.230 10.231
mu[1154] 10.508 0.000 0.004 10.508 10.510 10.512 10.514
mu[1155] 11.995 0.000 0.020 11.994 12.004 12.012 12.021
mu[1156] 11.222 0.000 0.010 11.222 11.227 11.230 11.235
mu[1157] 11.043 0.000 0.004 11.043 11.045 11.047 11.049
mu[1158] 11.170 0.000 0.006 11.170 11.173 11.175 11.178
mu[1159] 11.045 0.000 0.005 11.045 11.047 11.049 11.051
mu[1160] 10.982 0.000 0.005 10.982 10.984 10.986 10.988
mu[1161] 11.125 0.000 0.005 11.124 11.127 11.129 11.131
mu[1162] 10.966 0.000 0.004 10.966 10.968 10.970 10.972
mu[1163] 10.909 0.000 0.005 10.909 10.911 10.913 10.916
mu[1164] 10.989 0.000 0.006 10.989 10.992 10.995 10.998
mu[1165] 11.047 0.000 0.005 11.047 11.050 11.052 11.054
mu[1166] 11.041 0.000 0.005 11.041 11.043 11.045 11.047
mu[1167] 11.205 0.000 0.006 11.205 11.208 11.211 11.214
mu[1168] 10.851 0.000 0.004 10.851 10.853 10.855 10.857
mu[1169] 10.676 0.000 0.004 10.676 10.678 10.680 10.682
mu[1170] 10.562 0.000 0.008 10.562 10.565 10.568 10.572
mu[1171] 10.367 0.000 0.008 10.367 10.370 10.374 10.377
mu[1172] 9.946 0.000 0.007 9.946 9.949 9.952 9.955
mu[1173] 10.260 0.000 0.005 10.260 10.263 10.265 10.267
mu[1174] 10.152 0.000 0.005 10.152 10.154 10.156 10.158
mu[1175] 10.126 0.000 0.005 10.126 10.128 10.130 10.133
mu[1176] 10.191 0.000 0.006 10.191 10.193 10.196 10.198
mu[1177] 9.993 0.000 0.005 9.993 9.995 9.997 9.999
mu[1178] 9.469 0.000 0.013 9.469 9.475 9.481 9.486
mu[1179] 9.626 0.000 0.006 9.626 9.629 9.631 9.634
mu[1180] 9.712 0.000 0.006 9.712 9.715 9.717 9.720
mu[1181] 9.632 0.000 0.005 9.632 9.635 9.637 9.639
mu[1182] 9.570 0.000 0.006 9.570 9.573 9.575 9.578
mu[1183] 9.493 0.000 0.006 9.493 9.496 9.498 9.501
mu[1184] 9.971 0.000 0.006 9.971 9.973 9.976 9.978
mu[1185] 10.058 0.000 0.005 10.058 10.060 10.062 10.064
mu[1186] 9.933 0.000 0.007 9.933 9.936 9.939 9.942
mu[1187] 9.714 0.000 0.005 9.714 9.716 9.718 9.720
mu[1188] 10.213 0.000 0.007 10.213 10.216 10.219 10.222
mu[1189] 10.294 0.000 0.006 10.294 10.296 10.298 10.301
mu[1190] 10.063 0.000 0.005 10.064 10.066 10.068 10.070
mu[1191] 10.198 0.000 0.006 10.198 10.200 10.203 10.205
mu[1192] 10.026 0.000 0.005 10.026 10.028 10.030 10.033
mu[1193] 10.304 0.000 0.005 10.304 10.306 10.308 10.310
mu[1194] 10.445 0.000 0.005 10.445 10.447 10.449 10.452
mu[1195] 10.217 0.000 0.005 10.217 10.219 10.220 10.223
mu[1196] 11.379 0.000 0.009 11.379 11.383 11.386 11.390
mu[1197] 11.516 0.000 0.004 11.516 11.518 11.519 11.521
mu[1198] 11.303 0.000 0.004 11.303 11.305 11.306 11.308
mu[1199] 11.387 0.000 0.005 11.386 11.389 11.391 11.393
mu[1200] 11.487 0.000 0.004 11.487 11.489 11.491 11.493
mu[1201] 11.284 0.000 0.006 11.284 11.286 11.288 11.291
mu[1202] 11.103 0.000 0.005 11.103 11.105 11.107 11.109
mu[1203] 11.220 0.000 0.005 11.220 11.222 11.224 11.226
mu[1204] 11.022 0.000 0.004 11.022 11.024 11.026 11.027
mu[1205] 11.006 0.000 0.005 11.006 11.008 11.010 11.012
mu[1206] 11.054 0.000 0.005 11.054 11.057 11.059 11.061
mu[1207] 10.910 0.000 0.004 10.910 10.912 10.914 10.915
mu[1208] 10.862 0.000 0.004 10.862 10.864 10.866 10.867
mu[1209] 11.006 0.000 0.005 11.006 11.008 11.010 11.013
mu[1210] 10.954 0.000 0.004 10.954 10.956 10.957 10.959
mu[1211] 10.540 0.000 0.005 10.540 10.543 10.545 10.547
mu[1212] 10.646 0.000 0.008 10.646 10.649 10.652 10.656
mu[1213] 10.590 0.000 0.005 10.590 10.592 10.594 10.596
mu[1214] 10.578 0.000 0.004 10.578 10.580 10.582 10.584
mu[1215] 11.091 0.000 0.010 11.091 11.096 11.099 11.104
mu[1216] 11.064 0.000 0.006 11.064 11.067 11.070 11.073
mu[1217] 10.739 0.000 0.006 10.739 10.742 10.744 10.746
mu[1218] 10.695 0.000 0.004 10.695 10.696 10.698 10.700
mu[1219] 9.837 0.000 0.013 9.836 9.842 9.847 9.853
mu[1220] 9.530 0.000 0.008 9.530 9.533 9.536 9.540
mu[1221] 10.017 0.000 0.009 10.017 10.022 10.025 10.029
mu[1222] 10.430 0.000 0.009 10.430 10.434 10.437 10.442
mu[1223] 9.823 0.000 0.005 9.823 9.826 9.828 9.830
mu[1224] 10.018 0.000 0.005 10.018 10.021 10.023 10.025
mu[1225] 9.841 0.000 0.005 9.841 9.844 9.846 9.848
mu[1226] 9.916 0.000 0.005 9.916 9.918 9.920 9.922
mu[1227] 10.240 0.000 0.005 10.240 10.242 10.244 10.247
mu[1228] 10.269 0.000 0.004 10.269 10.271 10.273 10.275
mu[1229] 10.056 0.000 0.005 10.056 10.058 10.060 10.062
mu[1230] 9.934 0.000 0.006 9.934 9.937 9.940 9.943
mu[1231] 9.736 0.000 0.006 9.736 9.739 9.741 9.744
mu[1232] 9.695 0.000 0.006 9.695 9.698 9.700 9.702
mu[1233] 9.568 0.000 0.007 9.568 9.571 9.574 9.577
mu[1234] 9.532 0.000 0.007 9.532 9.535 9.538 9.542
mu[1235] 9.438 0.000 0.007 9.438 9.441 9.444 9.446
mu[1236] 9.244 0.000 0.005 9.244 9.247 9.249 9.251
mu[1237] 9.357 0.000 0.006 9.357 9.360 9.362 9.365
mu[1238] 9.072 0.000 0.011 9.072 9.077 9.082 9.087
mu[1239] 9.298 0.000 0.009 9.298 9.302 9.306 9.310
mu[1240] 9.092 0.000 0.007 9.092 9.096 9.098 9.101
mu[1241] 9.060 0.000 0.006 9.060 9.062 9.065 9.068
mu[1242] 9.240 0.000 0.005 9.240 9.242 9.244 9.246
mu[1243] 9.277 0.000 0.005 9.277 9.280 9.282 9.284
mu[1244] 8.993 0.000 0.006 8.993 8.996 8.998 9.001
mu[1245] 8.865 0.000 0.006 8.865 8.868 8.871 8.873
mu[1246] 9.076 0.000 0.010 9.076 9.080 9.084 9.088
mu[1247] 8.967 0.000 0.007 8.967 8.970 8.973 8.976
mu[1248] 8.755 0.000 0.007 8.755 8.758 8.761 8.764
mu[1249] 8.680 0.000 0.007 8.680 8.683 8.686 8.689
mu[1250] 8.444 0.000 0.006 8.444 8.447 8.450 8.453
mu[1251] 8.281 0.000 0.006 8.281 8.284 8.286 8.289
mu[1252] 8.292 0.000 0.007 8.292 8.296 8.298 8.302
mu[1253] 8.222 0.000 0.006 8.222 8.225 8.227 8.230
mu[1254] 8.416 0.000 0.006 8.416 8.419 8.421 8.424
mu[1255] 8.251 0.000 0.008 8.251 8.255 8.258 8.261
mu[1256] 8.294 0.000 0.007 8.294 8.297 8.300 8.303
mu[1257] 9.393 0.000 0.006 9.393 9.396 9.398 9.400
mu[1258] 9.565 0.000 0.006 9.565 9.567 9.570 9.572
mu[1259] 9.370 0.000 0.006 9.370 9.372 9.375 9.377
mu[1260] 9.465 0.000 0.005 9.465 9.467 9.470 9.472
mu[1261] 9.215 0.000 0.008 9.215 9.219 9.222 9.225
mu[1262] 8.789 0.000 0.007 8.789 8.793 8.795 8.798
mu[1263] 9.055 0.000 0.008 9.055 9.058 9.061 9.065
mu[1264] 9.338 0.000 0.007 9.338 9.341 9.344 9.348
mu[1265] 9.037 0.000 0.006 9.037 9.040 9.042 9.045
mu[1266] 8.845 0.000 0.006 8.845 8.848 8.850 8.853
mu[1267] 8.947 0.000 0.012 8.947 8.952 8.957 8.962
mu[1268] 8.851 0.000 0.006 8.851 8.854 8.856 8.859
mu[1269] 8.865 0.000 0.006 8.865 8.868 8.870 8.872
mu[1270] 9.080 0.000 0.007 9.080 9.083 9.086 9.089
mu[1271] 9.132 0.000 0.006 9.132 9.135 9.137 9.140
mu[1272] 9.160 0.000 0.006 9.160 9.163 9.165 9.168
mu[1273] 9.255 0.000 0.005 9.255 9.257 9.259 9.262
mu[1274] 9.391 0.000 0.006 9.391 9.394 9.397 9.400
mu[1275] 9.340 0.000 0.006 9.340 9.342 9.344 9.347
mu[1276] 9.378 0.000 0.005 9.378 9.381 9.383 9.385
mu[1277] 9.268 0.000 0.005 9.268 9.271 9.273 9.275
mu[1278] 9.217 0.000 0.006 9.217 9.220 9.222 9.225
mu[1279] 9.102 0.000 0.008 9.102 9.105 9.109 9.112
mu[1280] 8.671 0.000 0.008 8.671 8.675 8.678 8.682
mu[1281] 8.532 0.000 0.008 8.532 8.536 8.539 8.543
mu[1282] 8.866 0.000 0.010 8.866 8.870 8.875 8.879
mu[1283] 8.587 0.000 0.008 8.587 8.591 8.594 8.597
mu[1284] 8.444 0.000 0.009 8.444 8.448 8.452 8.456
mu[1285] 8.585 0.000 0.006 8.585 8.587 8.590 8.593
mu[1286] 8.216 0.000 0.007 8.216 8.220 8.222 8.226
mu[1287] 8.015 0.000 0.007 8.015 8.018 8.021 8.024
mu[1288] 9.179 0.000 0.010 9.179 9.184 9.188 9.193
mu[1289] 8.957 0.000 0.007 8.957 8.960 8.963 8.966
mu[1290] 8.920 0.000 0.007 8.920 8.923 8.926 8.929
mu[1291] 8.992 0.000 0.006 8.992 8.994 8.997 8.999
mu[1292] 8.830 0.000 0.006 8.830 8.833 8.835 8.838
mu[1293] 8.508 0.000 0.007 8.508 8.511 8.514 8.518
mu[1294] 8.446 0.000 0.010 8.446 8.451 8.455 8.459
mu[1295] 8.338 0.000 0.006 8.338 8.341 8.344 8.346
mu[1296] 8.171 0.000 0.007 8.171 8.174 8.177 8.180
mu[1297] 8.102 0.000 0.006 8.102 8.105 8.108 8.110
mu[1298] 8.090 0.000 0.007 8.090 8.094 8.096 8.100
mu[1299] 7.787 0.000 0.007 7.787 7.790 7.793 7.796
mu[1300] 7.987 0.000 0.008 7.987 7.990 7.993 7.997
mu[1301] 7.700 0.000 0.007 7.700 7.703 7.706 7.709
mu[1302] 7.876 0.000 0.008 7.875 7.879 7.882 7.886
mu[1303] 7.903 0.000 0.006 7.903 7.906 7.908 7.911
mu[1304] 7.928 0.000 0.007 7.928 7.931 7.934 7.937
mu[1305] 7.932 0.000 0.007 7.932 7.935 7.937 7.940
mu[1306] 8.266 0.000 0.013 8.266 8.272 8.277 8.283
mu[1307] 8.073 0.000 0.010 8.073 8.078 8.082 8.086
mu[1308] 8.007 0.000 0.008 8.007 8.011 8.014 8.018
mu[1309] 8.036 0.000 0.007 8.036 8.039 8.042 8.045
mu[1310] 8.309 0.000 0.009 8.309 8.313 8.317 8.320
mu[1311] 7.815 0.000 0.013 7.815 7.821 7.826 7.832
mu[1312] 8.392 0.000 0.007 8.392 8.395 8.397 8.400
mu[1313] 8.282 0.000 0.007 8.282 8.285 8.287 8.290
mu[1314] 8.392 0.000 0.010 8.391 8.396 8.400 8.405
mu[1315] 8.309 0.000 0.006 8.309 8.312 8.314 8.317
mu[1316] 8.227 0.000 0.007 8.227 8.230 8.233 8.236
mu[1317] 8.426 0.000 0.011 8.426 8.431 8.436 8.441
mu[1318] 8.424 0.000 0.006 8.424 8.427 8.429 8.432
mu[1319] 9.486 0.000 0.005 9.486 9.488 9.490 9.493
mu[1320] 9.692 0.000 0.007 9.692 9.695 9.698 9.701
mu[1321] 9.540 0.000 0.005 9.540 9.542 9.544 9.546
mu[1322] 9.633 0.000 0.005 9.633 9.636 9.638 9.640
mu[1323] 9.526 0.000 0.005 9.526 9.528 9.530 9.533
mu[1324] 9.592 0.000 0.005 9.592 9.595 9.597 9.599
mu[1325] 10.055 0.000 0.005 10.055 10.057 10.059 10.061
mu[1326] 9.753 0.000 0.005 9.753 9.755 9.757 9.760
mu[1327] 9.647 0.000 0.005 9.647 9.649 9.651 9.653
mu[1328] 9.622 0.000 0.007 9.622 9.626 9.629 9.632
mu[1329] 9.503 0.000 0.005 9.503 9.505 9.507 9.509
mu[1330] 9.700 0.000 0.006 9.700 9.702 9.705 9.707
mu[1331] 10.028 0.000 0.007 10.028 10.031 10.033 10.036
mu[1332] 9.817 0.000 0.007 9.817 9.820 9.823 9.826
mu[1333] 9.653 0.000 0.006 9.653 9.656 9.658 9.661
mu[1334] 9.595 0.000 0.007 9.595 9.598 9.601 9.604
mu[1335] 9.447 0.000 0.005 9.447 9.449 9.452 9.454
mu[1336] 9.844 0.000 0.009 9.844 9.848 9.851 9.855
mu[1337] 9.917 0.000 0.006 9.917 9.919 9.922 9.925
mu[1338] 9.632 0.000 0.006 9.632 9.635 9.638 9.640
mu[1339] 9.624 0.000 0.007 9.624 9.627 9.630 9.633
mu[1340] 9.690 0.000 0.007 9.690 9.693 9.696 9.699
mu[1341] 9.733 0.000 0.006 9.733 9.736 9.738 9.740
mu[1342] 9.910 0.000 0.015 9.910 9.917 9.923 9.929
mu[1343] 9.890 0.000 0.008 9.890 9.894 9.897 9.901
mu[1344] 9.937 0.000 0.008 9.937 9.941 9.944 9.947
mu[1345] 9.759 0.000 0.005 9.759 9.762 9.764 9.766
mu[1346] 9.794 0.000 0.006 9.794 9.797 9.799 9.802
mu[1347] 9.665 0.000 0.005 9.665 9.667 9.669 9.672
mu[1348] 9.614 0.000 0.005 9.614 9.616 9.618 9.621
mu[1349] 9.507 0.000 0.006 9.508 9.510 9.513 9.516
mu[1350] 9.692 0.000 0.005 9.692 9.694 9.696 9.698
mu[1351] 9.758 0.000 0.005 9.758 9.760 9.762 9.764
mu[1352] 9.711 0.000 0.005 9.711 9.714 9.716 9.718
mu[1353] 9.974 0.000 0.006 9.974 9.977 9.979 9.982
mu[1354] 9.865 0.000 0.005 9.865 9.867 9.869 9.871
mu[1355] 9.725 0.000 0.008 9.725 9.728 9.732 9.735
mu[1356] 9.754 0.000 0.005 9.754 9.756 9.758 9.760
mu[1357] 9.903 0.000 0.006 9.903 9.905 9.907 9.910
mu[1358] 9.825 0.000 0.005 9.825 9.827 9.829 9.831
mu[1359] 9.373 0.000 0.007 9.373 9.376 9.379 9.381
mu[1360] 9.230 0.000 0.006 9.230 9.232 9.234 9.237
mu[1361] 8.769 0.000 0.006 8.769 8.772 8.774 8.776
mu[1362] 8.682 0.000 0.007 8.682 8.685 8.687 8.690
mu[1363] 8.727 0.000 0.007 8.727 8.730 8.733 8.736
mu[1364] 8.495 0.000 0.008 8.495 8.499 8.502 8.505
mu[1365] 8.541 0.000 0.006 8.541 8.544 8.546 8.549
mu[1366] 8.062 0.000 0.006 8.062 8.065 8.067 8.070
mu[1367] 8.171 0.000 0.008 8.171 8.174 8.177 8.180
mu[1368] 7.889 0.000 0.007 7.889 7.892 7.895 7.898
mu[1369] 7.926 0.000 0.007 7.926 7.929 7.931 7.934
mu[1370] 7.722 0.000 0.009 7.722 7.726 7.729 7.733
mu[1371] 7.542 0.000 0.008 7.542 7.545 7.549 7.552
mu[1372] 8.021 0.000 0.008 8.021 8.024 8.027 8.031
mu[1373] 8.297 0.000 0.007 8.297 8.300 8.303 8.307
mu[1374] 7.995 0.000 0.007 7.995 7.998 8.001 8.004
mu[1375] 7.882 0.000 0.006 7.882 7.885 7.887 7.890
mu[1376] 7.771 0.000 0.007 7.771 7.774 7.777 7.780
mu[1377] 7.671 0.000 0.007 7.671 7.674 7.676 7.679
mu[1378] 7.760 0.000 0.007 7.760 7.763 7.766 7.769
mu[1379] 7.809 0.000 0.007 7.809 7.812 7.815 7.818
mu[1380] 7.479 0.000 0.009 7.479 7.483 7.487 7.490
mu[1381] 7.836 0.000 0.008 7.836 7.840 7.843 7.847
mu[1382] 8.133 0.000 0.006 8.133 8.136 8.138 8.141
mu[1383] 8.015 0.000 0.009 8.015 8.019 8.023 8.026
mu[1384] 8.464 0.000 0.006 8.464 8.467 8.469 8.472
mu[1385] 8.630 0.000 0.008 8.630 8.634 8.637 8.640
mu[1386] 8.433 0.000 0.006 8.433 8.436 8.439 8.441
mu[1387] 8.491 0.000 0.006 8.491 8.494 8.497 8.500
mu[1388] 8.417 0.000 0.006 8.417 8.420 8.423 8.426
mu[1389] 8.294 0.000 0.008 8.294 8.298 8.302 8.305
mu[1390] 8.374 0.000 0.007 8.374 8.377 8.380 8.382
mu[1391] 8.349 0.000 0.007 8.349 8.352 8.354 8.357
mu[1392] 8.251 0.000 0.006 8.251 8.254 8.257 8.259
mu[1393] 8.241 0.000 0.009 8.241 8.245 8.248 8.252
mu[1394] 8.123 0.000 0.007 8.123 8.126 8.129 8.132
mu[1395] 7.851 0.000 0.007 7.851 7.854 7.857 7.860
mu[1396] 8.242 0.000 0.009 8.242 8.246 8.249 8.253
mu[1397] 8.114 0.000 0.007 8.114 8.118 8.120 8.123
mu[1398] 8.781 0.000 0.006 8.781 8.784 8.786 8.789
mu[1399] 9.804 0.000 0.011 9.804 9.809 9.813 9.818
mu[1400] 9.356 0.000 0.007 9.356 9.359 9.362 9.365
mu[1401] 9.564 0.000 0.007 9.564 9.567 9.570 9.573
mu[1402] 9.826 0.000 0.008 9.826 9.829 9.832 9.836
mu[1403] 10.000 0.000 0.005 10.000 10.003 10.004 10.007
mu[1404] 9.883 0.000 0.006 9.883 9.886 9.889 9.891
mu[1405] 9.765 0.000 0.007 9.765 9.768 9.771 9.774
mu[1406] 9.789 0.000 0.007 9.789 9.792 9.795 9.798
mu[1407] 9.657 0.000 0.006 9.657 9.660 9.662 9.665
mu[1408] 9.756 0.000 0.008 9.756 9.760 9.763 9.766
mu[1409] 10.020 0.000 0.007 10.020 10.023 10.026 10.029
mu[1410] 9.964 0.000 0.007 9.964 9.967 9.970 9.972
mu[1411] 10.219 0.000 0.009 10.219 10.223 10.226 10.231
mu[1412] 10.113 0.000 0.007 10.113 10.116 10.119 10.122
mu[1413] 10.212 0.000 0.005 10.212 10.214 10.216 10.218
mu[1414] 10.903 0.000 0.017 10.903 10.911 10.918 10.925
mu[1415] 13.594 0.000 0.014 13.594 13.599 13.605 13.611
mu[1416] 13.286 0.000 0.007 13.286 13.289 13.291 13.294
mu[1417] 13.649 0.000 0.005 13.649 13.652 13.654 13.656
mu[1418] 13.764 0.000 0.010 13.764 13.768 13.772 13.777
mu[1419] 13.996 0.000 0.014 13.996 14.002 14.008 14.014
mu[1420] 14.737 0.000 0.012 14.737 14.742 14.747 14.752
mu[1421] 14.627 0.000 0.006 14.627 14.630 14.632 14.635
mu[1422] 14.509 0.000 0.008 14.509 14.513 14.516 14.519
mu[1423] 15.062 0.000 0.008 15.061 15.065 15.068 15.072
mu[1424] 18.493 0.000 0.028 18.493 18.505 18.517 18.530
mu[1425] 17.947 0.000 0.026 17.947 17.958 17.969 17.980
mu[1426] 17.275 0.000 0.010 17.275 17.280 17.284 17.289
mu[1427] 17.962 0.000 0.030 17.961 17.975 17.987 17.999
mu[1428] 18.034 0.000 0.023 18.034 18.043 18.053 18.063
mu[1429] 17.628 0.000 0.012 17.628 17.633 17.638 17.644
mu[1430] 17.793 0.000 0.009 17.793 17.797 17.801 17.805
mu[1431] 18.548 0.000 0.015 18.547 18.554 18.560 18.567
mu[1432] 18.513 0.000 0.021 18.512 18.521 18.530 18.540
mu[1433] 18.897 0.000 0.019 18.897 18.905 18.913 18.921
mu[1434] 18.401 0.000 0.010 18.401 18.405 18.409 18.413
mu[1435] 18.435 0.000 0.012 18.436 18.440 18.445 18.450
mu[1436] 18.232 0.000 0.014 18.232 18.238 18.243 18.249
mu[1437] 18.267 0.000 0.010 18.267 18.271 18.275 18.279
mu[1438] 17.831 0.000 0.016 17.831 17.838 17.845 17.852
mu[1439] 18.177 0.000 0.010 18.177 18.181 18.185 18.190
mu[1440] 17.763 0.000 0.009 17.763 17.768 17.771 17.775
mu[1441] 17.660 0.000 0.011 17.660 17.665 17.669 17.674
mu[1442] 16.982 0.000 0.014 16.982 16.988 16.994 17.000
mu[1443] 16.860 0.000 0.010 16.860 16.864 16.868 16.872
mu[1444] 16.983 0.000 0.014 16.983 16.989 16.995 17.001
mu[1445] 16.869 0.000 0.013 16.869 16.875 16.880 16.886
mu[1446] 15.857 0.000 0.011 15.857 15.862 15.867 15.872
mu[1447] 14.563 0.000 0.018 14.563 14.570 14.578 14.585
mu[1448] 14.433 0.000 0.007 14.433 14.436 14.439 14.442
mu[1449] 14.337 0.000 0.006 14.337 14.339 14.341 14.344
mu[1450] 13.477 0.000 0.013 13.477 13.482 13.487 13.493
mu[1451] 14.968 0.000 0.023 14.968 14.979 14.988 14.998
mu[1452] 14.713 0.000 0.013 14.713 14.719 14.724 14.730
mu[1453] 15.507 0.000 0.006 15.507 15.510 15.513 15.516
mu[1454] 15.430 0.000 0.010 15.430 15.435 15.439 15.443
mu[1455] 15.533 0.000 0.015 15.533 15.539 15.545 15.552
mu[1456] 15.945 0.000 0.010 15.944 15.949 15.953 15.957
mu[1457] 16.251 0.000 0.014 16.250 16.257 16.262 16.268
mu[1458] 15.803 0.000 0.008 15.803 15.807 15.810 15.813
mu[1459] 16.095 0.000 0.013 16.095 16.101 16.107 16.112
mu[1460] 16.286 0.000 0.008 16.287 16.290 16.293 16.296
y_rep[1] 16.520 0.003 0.235 16.520 16.575 16.635 16.721
y_rep[2] 16.860 0.003 0.218 16.858 16.915 16.975 17.050
y_rep[3] 16.414 0.003 0.230 16.415 16.469 16.531 16.610
y_rep[4] 17.098 0.003 0.219 17.100 17.156 17.215 17.296
y_rep[5] 17.152 0.003 0.221 17.155 17.213 17.274 17.352
y_rep[6] 17.694 0.003 0.210 17.695 17.753 17.809 17.888
y_rep[7] 17.345 0.003 0.217 17.347 17.402 17.458 17.540
y_rep[8] 17.639 0.003 0.213 17.636 17.698 17.759 17.840
y_rep[9] 17.353 0.003 0.222 17.355 17.412 17.471 17.550
y_rep[10] 17.802 0.003 0.212 17.806 17.862 17.920 18.001
y_rep[11] 18.014 0.003 0.220 18.013 18.068 18.128 18.209
y_rep[12] 19.146 0.003 0.223 19.147 19.203 19.264 19.349
y_rep[13] 18.958 0.003 0.204 18.956 19.016 19.073 19.150
y_rep[14] 18.432 0.003 0.212 18.431 18.486 18.548 18.625
y_rep[15] 17.507 0.003 0.230 17.505 17.563 17.627 17.709
y_rep[16] 16.879 0.003 0.218 16.884 16.940 16.998 17.078
y_rep[17] 17.198 0.003 0.228 17.200 17.257 17.318 17.391
y_rep[18] 17.465 0.003 0.219 17.470 17.527 17.584 17.668
y_rep[19] 17.195 0.003 0.213 17.197 17.255 17.313 17.392
y_rep[20] 16.480 0.003 0.217 16.484 16.541 16.600 16.681
y_rep[21] 16.243 0.003 0.209 16.245 16.302 16.360 16.440
y_rep[22] 16.388 0.003 0.227 16.390 16.447 16.507 16.588
y_rep[23] 16.346 0.003 0.244 16.346 16.403 16.459 16.536
y_rep[24] 16.838 0.003 0.228 16.841 16.897 16.955 17.038
y_rep[25] 16.933 0.003 0.217 16.930 16.988 17.048 17.127
y_rep[26] 16.188 0.003 0.210 16.190 16.246 16.305 16.385
y_rep[27] 16.066 0.003 0.219 16.065 16.121 16.181 16.259
y_rep[28] 15.848 0.003 0.217 15.846 15.902 15.967 16.048
y_rep[29] 15.440 0.003 0.213 15.440 15.496 15.553 15.633
y_rep[30] 15.237 0.003 0.259 15.235 15.294 15.355 15.434
y_rep[31] 15.312 0.003 0.203 15.315 15.372 15.425 15.505
y_rep[32] 14.678 0.003 0.221 14.674 14.736 14.793 14.872
y_rep[33] 14.151 0.003 0.207 14.152 14.209 14.269 14.345
y_rep[34] 13.933 0.003 0.233 13.937 13.995 14.051 14.127
y_rep[35] 13.229 0.003 0.220 13.227 13.283 13.344 13.427
y_rep[36] 13.168 0.004 0.277 13.174 13.231 13.290 13.369
y_rep[37] 13.615 0.003 0.218 13.615 13.672 13.728 13.808
y_rep[38] 14.812 0.003 0.233 14.811 14.871 14.933 15.014
y_rep[39] 15.223 0.003 0.213 15.226 15.282 15.341 15.422
y_rep[40] 14.784 0.004 0.288 14.788 14.846 14.909 14.986
y_rep[41] 14.686 0.003 0.246 14.686 14.745 14.804 14.888
y_rep[42] 14.896 0.003 0.238 14.895 14.951 15.011 15.093
y_rep[43] 14.755 0.003 0.236 14.755 14.814 14.875 14.954
y_rep[44] 15.227 0.003 0.207 15.230 15.289 15.344 15.423
y_rep[45] 14.629 0.003 0.221 14.630 14.685 14.743 14.827
y_rep[46] 13.770 0.003 0.237 13.767 13.822 13.881 13.967
y_rep[47] 13.607 0.003 0.216 13.606 13.663 13.723 13.800
y_rep[48] 13.808 0.003 0.219 13.807 13.865 13.922 14.006
y_rep[49] 14.499 0.003 0.216 14.498 14.557 14.615 14.687
y_rep[50] 14.939 0.003 0.210 14.940 14.995 15.054 15.137
y_rep[51] 15.011 0.003 0.214 15.013 15.068 15.127 15.206
y_rep[52] 14.402 0.003 0.206 14.405 14.461 14.520 14.594
y_rep[53] 14.242 0.003 0.224 14.244 14.298 14.357 14.438
y_rep[54] 14.324 0.003 0.207 14.327 14.383 14.443 14.520
y_rep[55] 14.236 0.003 0.265 14.238 14.293 14.351 14.433
y_rep[56] 14.326 0.003 0.209 14.329 14.383 14.443 14.517
y_rep[57] 14.504 0.003 0.229 14.502 14.561 14.620 14.702
y_rep[58] 14.719 0.003 0.220 14.718 14.774 14.834 14.923
y_rep[59] 14.124 0.003 0.230 14.121 14.181 14.241 14.320
y_rep[60] 13.952 0.003 0.246 13.950 14.008 14.069 14.153
y_rep[61] 13.077 0.003 0.205 13.079 13.140 13.197 13.280
y_rep[62] 13.038 0.003 0.202 13.036 13.093 13.151 13.235
y_rep[63] 14.164 0.003 0.248 14.168 14.226 14.282 14.361
y_rep[64] 13.979 0.003 0.222 13.984 14.039 14.095 14.170
y_rep[65] 13.581 0.003 0.239 13.581 13.640 13.696 13.775
y_rep[66] 13.289 0.003 0.225 13.285 13.343 13.405 13.492
y_rep[67] 13.390 0.003 0.215 13.389 13.447 13.504 13.586
y_rep[68] 13.556 0.004 0.310 13.556 13.615 13.669 13.756
y_rep[69] 13.877 0.003 0.239 13.879 13.935 13.992 14.073
y_rep[70] 14.028 0.003 0.205 14.026 14.084 14.141 14.226
y_rep[71] 13.819 0.003 0.208 13.819 13.877 13.934 14.010
y_rep[72] 12.893 0.003 0.219 12.893 12.950 13.011 13.084
y_rep[73] 12.347 0.003 0.220 12.348 12.404 12.458 12.540
y_rep[74] 12.260 0.003 0.225 12.264 12.320 12.380 12.461
y_rep[75] 12.192 0.003 0.204 12.194 12.252 12.309 12.386
y_rep[76] 12.933 0.003 0.218 12.931 12.987 13.046 13.128
y_rep[77] 12.959 0.003 0.229 12.959 13.016 13.073 13.155
y_rep[78] 12.854 0.003 0.214 12.854 12.913 12.970 13.052
y_rep[79] 12.404 0.003 0.239 12.403 12.461 12.520 12.597
y_rep[80] 12.388 0.003 0.234 12.385 12.444 12.500 12.579
y_rep[81] 12.342 0.003 0.236 12.340 12.397 12.457 12.540
y_rep[82] 12.501 0.003 0.233 12.494 12.554 12.614 12.700
y_rep[83] 12.690 0.003 0.217 12.690 12.747 12.805 12.892
y_rep[84] 12.953 0.003 0.212 12.955 13.011 13.069 13.152
y_rep[85] 12.618 0.003 0.219 12.616 12.673 12.732 12.816
y_rep[86] 12.098 0.003 0.211 12.100 12.156 12.216 12.290
y_rep[87] 12.840 0.003 0.211 12.840 12.900 12.959 13.035
y_rep[88] 13.122 0.003 0.203 13.123 13.180 13.239 13.319
y_rep[89] 13.079 0.003 0.208 13.076 13.135 13.194 13.273
y_rep[90] 13.801 0.003 0.213 13.801 13.855 13.916 14.003
y_rep[91] 13.803 0.003 0.206 13.805 13.862 13.919 14.001
y_rep[92] 13.460 0.003 0.232 13.458 13.518 13.579 13.665
y_rep[93] 13.143 0.003 0.211 13.145 13.200 13.258 13.342
y_rep[94] 13.383 0.003 0.230 13.382 13.441 13.498 13.579
y_rep[95] 13.384 0.003 0.226 13.384 13.441 13.497 13.583
y_rep[96] 13.592 0.003 0.222 13.594 13.651 13.708 13.788
y_rep[97] 13.745 0.003 0.251 13.744 13.803 13.860 13.942
y_rep[98] 13.495 0.003 0.204 13.495 13.553 13.612 13.692
y_rep[99] 13.030 0.003 0.226 13.026 13.086 13.144 13.224
y_rep[100] 12.803 0.003 0.213 12.805 12.862 12.920 12.998
y_rep[101] 12.783 0.003 0.223 12.782 12.838 12.899 12.978
y_rep[102] 13.191 0.003 0.220 13.190 13.247 13.309 13.391
y_rep[103] 14.147 0.003 0.221 14.148 14.203 14.265 14.342
y_rep[104] 13.700 0.003 0.217 13.699 13.757 13.816 13.898
y_rep[105] 13.465 0.004 0.255 13.466 13.523 13.581 13.662
y_rep[106] 13.368 0.003 0.230 13.368 13.427 13.487 13.568
y_rep[107] 12.881 0.003 0.211 12.883 12.941 13.000 13.077
y_rep[108] 12.948 0.003 0.221 12.946 13.005 13.062 13.144
y_rep[109] 13.483 0.003 0.215 13.482 13.538 13.598 13.676
y_rep[110] 13.415 0.003 0.221 13.411 13.468 13.525 13.607
y_rep[111] 12.857 0.003 0.230 12.858 12.913 12.974 13.058
y_rep[112] 12.798 0.003 0.269 12.797 12.854 12.912 12.995
y_rep[113] 11.870 0.003 0.224 11.868 11.927 11.987 12.070
y_rep[114] 11.379 0.003 0.243 11.380 11.440 11.499 11.581
y_rep[115] 11.570 0.003 0.204 11.567 11.628 11.688 11.767
y_rep[116] 12.100 0.003 0.211 12.103 12.159 12.218 12.298
y_rep[117] 12.089 0.003 0.234 12.086 12.142 12.199 12.283
y_rep[118] 11.676 0.003 0.198 11.676 11.734 11.791 11.870
y_rep[119] 11.548 0.003 0.228 11.546 11.606 11.668 11.751
y_rep[120] 11.196 0.003 0.234 11.200 11.253 11.308 11.385
y_rep[121] 11.171 0.003 0.227 11.169 11.227 11.284 11.373
y_rep[122] 11.620 0.003 0.228 11.620 11.676 11.735 11.817
y_rep[123] 11.985 0.003 0.229 11.984 12.043 12.102 12.189
y_rep[124] 12.086 0.004 0.350 12.081 12.139 12.196 12.285
y_rep[125] 11.971 0.003 0.214 11.972 12.030 12.089 12.172
y_rep[126] 11.474 0.004 0.273 11.474 11.532 11.589 11.671
y_rep[127] 11.104 0.003 0.213 11.107 11.163 11.224 11.302
y_rep[128] 11.233 0.003 0.210 11.234 11.293 11.352 11.435
y_rep[129] 11.293 0.003 0.211 11.295 11.351 11.409 11.485
y_rep[130] 11.477 0.003 0.227 11.477 11.536 11.594 11.672
y_rep[131] 11.446 0.003 0.264 11.444 11.503 11.560 11.636
y_rep[132] 10.861 0.003 0.249 10.859 10.919 10.977 11.058
y_rep[133] 10.564 0.003 0.237 10.563 10.622 10.679 10.758
y_rep[134] 10.697 0.003 0.220 10.697 10.751 10.808 10.894
y_rep[135] 10.906 0.003 0.216 10.905 10.962 11.023 11.102
y_rep[136] 10.787 0.003 0.225 10.784 10.841 10.899 10.974
y_rep[137] 11.537 0.003 0.219 11.541 11.598 11.656 11.730
y_rep[138] 11.509 0.003 0.223 11.510 11.568 11.626 11.702
y_rep[139] 11.080 0.003 0.218 11.079 11.138 11.195 11.275
y_rep[140] 10.817 0.003 0.219 10.817 10.874 10.930 11.010
y_rep[141] 11.643 0.003 0.231 11.645 11.701 11.759 11.839
y_rep[142] 11.243 0.003 0.221 11.244 11.302 11.361 11.446
y_rep[143] 11.360 0.003 0.202 11.358 11.417 11.477 11.558
y_rep[144] 11.299 0.003 0.234 11.297 11.355 11.412 11.491
y_rep[145] 10.541 0.003 0.213 10.538 10.598 10.655 10.733
y_rep[146] 10.241 0.003 0.271 10.246 10.305 10.362 10.438
y_rep[147] 10.276 0.003 0.208 10.275 10.332 10.394 10.483
y_rep[148] 10.643 0.003 0.214 10.647 10.703 10.759 10.845
y_rep[149] 10.574 0.003 0.226 10.578 10.634 10.690 10.768
y_rep[150] 10.851 0.003 0.223 10.850 10.909 10.965 11.047
y_rep[151] 10.708 0.003 0.209 10.709 10.764 10.821 10.902
y_rep[152] 10.657 0.003 0.220 10.656 10.717 10.778 10.854
y_rep[153] 10.195 0.003 0.231 10.193 10.252 10.316 10.391
y_rep[154] 10.028 0.003 0.214 10.025 10.080 10.139 10.224
y_rep[155] 10.202 0.003 0.220 10.200 10.256 10.314 10.398
y_rep[156] 10.907 0.004 0.282 10.903 10.958 11.018 11.098
y_rep[157] 11.183 0.003 0.229 11.185 11.242 11.296 11.374
y_rep[158] 11.320 0.005 0.375 11.324 11.383 11.439 11.524
y_rep[159] 11.186 0.003 0.219 11.184 11.239 11.299 11.377
y_rep[160] 10.451 0.003 0.224 10.454 10.509 10.568 10.647
y_rep[161] 10.279 0.003 0.227 10.280 10.337 10.395 10.479
y_rep[162] 10.770 0.003 0.223 10.776 10.831 10.889 10.970
y_rep[163] 10.903 0.003 0.212 10.901 10.960 11.017 11.104
y_rep[164] 10.835 0.003 0.231 10.841 10.894 10.952 11.032
y_rep[165] 10.801 0.003 0.215 10.800 10.858 10.918 10.999
y_rep[166] 10.920 0.003 0.223 10.922 10.978 11.036 11.121
y_rep[167] 10.717 0.003 0.223 10.719 10.775 10.834 10.914
y_rep[168] 10.622 0.003 0.217 10.621 10.679 10.738 10.825
y_rep[169] 13.297 0.003 0.220 13.295 13.354 13.414 13.496
y_rep[170] 17.483 0.003 0.249 17.484 17.552 17.625 17.711
y_rep[171] 16.484 0.003 0.246 16.488 16.549 16.605 16.685
y_rep[172] 16.657 0.003 0.218 16.660 16.715 16.775 16.853
y_rep[173] 16.930 0.003 0.210 16.928 16.988 17.046 17.133
y_rep[174] 16.989 0.003 0.256 16.991 17.048 17.105 17.181
y_rep[175] 17.588 0.003 0.211 17.585 17.644 17.709 17.793
y_rep[176] 17.872 0.003 0.259 17.870 17.930 17.990 18.072
y_rep[177] 17.225 0.004 0.304 17.224 17.282 17.341 17.422
y_rep[178] 17.396 0.003 0.225 17.395 17.454 17.512 17.594
y_rep[179] 17.613 0.003 0.216 17.613 17.670 17.728 17.809
y_rep[180] 17.373 0.003 0.203 17.371 17.430 17.490 17.575
y_rep[181] 17.202 0.003 0.206 17.206 17.262 17.318 17.393
y_rep[182] 17.256 0.004 0.280 17.251 17.309 17.365 17.452
y_rep[183] 16.874 0.003 0.275 16.878 16.938 16.996 17.080
y_rep[184] 17.329 0.003 0.216 17.327 17.385 17.445 17.521
y_rep[185] 17.512 0.004 0.311 17.514 17.575 17.637 17.710
y_rep[186] 17.100 0.003 0.218 17.101 17.157 17.214 17.298
y_rep[187] 17.121 0.003 0.211 17.122 17.180 17.238 17.317
y_rep[188] 17.100 0.003 0.209 17.099 17.158 17.217 17.300
y_rep[189] 17.552 0.003 0.223 17.550 17.605 17.661 17.751
y_rep[190] 17.672 0.003 0.205 17.672 17.731 17.789 17.866
y_rep[191] 18.711 0.003 0.208 18.712 18.770 18.829 18.910
y_rep[192] 17.261 0.003 0.213 17.259 17.324 17.389 17.479
y_rep[193] 14.333 0.003 0.216 14.336 14.392 14.448 14.533
y_rep[194] 14.202 0.003 0.216 14.200 14.258 14.317 14.401
y_rep[195] 13.818 0.003 0.205 13.820 13.877 13.938 14.014
y_rep[196] 13.129 0.003 0.220 13.128 13.188 13.247 13.333
y_rep[197] 12.911 0.003 0.206 12.912 12.969 13.027 13.104
y_rep[198] 13.218 0.003 0.225 13.217 13.272 13.335 13.422
y_rep[199] 13.949 0.003 0.221 13.946 14.004 14.067 14.151
y_rep[200] 13.919 0.003 0.220 13.920 13.974 14.037 14.117
y_rep[201] 13.630 0.003 0.219 13.631 13.688 13.746 13.831
y_rep[202] 13.170 0.003 0.217 13.167 13.225 13.285 13.363
y_rep[203] 13.041 0.003 0.206 13.042 13.099 13.158 13.237
y_rep[204] 14.414 0.003 0.227 14.413 14.473 14.529 14.606
y_rep[205] 15.538 0.003 0.259 15.540 15.598 15.658 15.737
y_rep[206] 15.467 0.003 0.204 15.467 15.525 15.581 15.662
y_rep[207] 15.141 0.003 0.245 15.140 15.199 15.258 15.341
y_rep[208] 15.169 0.003 0.210 15.169 15.225 15.283 15.362
y_rep[209] 14.739 0.003 0.210 14.740 14.800 14.854 14.938
y_rep[210] 14.791 0.003 0.206 14.792 14.848 14.903 14.979
y_rep[211] 14.833 0.003 0.211 14.834 14.890 14.953 15.032
y_rep[212] 14.937 0.003 0.224 14.940 14.995 15.056 15.136
y_rep[213] 14.465 0.003 0.218 14.463 14.520 14.578 14.663
y_rep[214] 14.068 0.003 0.218 14.067 14.123 14.184 14.264
y_rep[215] 13.638 0.003 0.203 13.639 13.696 13.756 13.836
y_rep[216] 13.439 0.003 0.217 13.438 13.496 13.554 13.635
y_rep[217] 13.558 0.003 0.220 13.554 13.613 13.670 13.759
y_rep[218] 14.087 0.003 0.243 14.087 14.143 14.201 14.289
y_rep[219] 14.356 0.003 0.201 14.358 14.417 14.475 14.552
y_rep[220] 14.189 0.003 0.210 14.191 14.246 14.303 14.380
y_rep[221] 13.748 0.003 0.254 13.747 13.803 13.863 13.952
y_rep[222] 13.139 0.003 0.273 13.143 13.199 13.258 13.345
y_rep[223] 13.166 0.003 0.226 13.166 13.221 13.277 13.360
y_rep[224] 13.167 0.003 0.222 13.167 13.223 13.279 13.360
y_rep[225] 13.610 0.003 0.224 13.612 13.669 13.729 13.809
y_rep[226] 13.293 0.003 0.228 13.291 13.348 13.407 13.482
y_rep[227] 12.709 0.003 0.205 12.714 12.771 12.829 12.907
y_rep[228] 11.938 0.003 0.217 11.940 11.997 12.052 12.135
y_rep[229] 11.719 0.003 0.226 11.718 11.776 11.833 11.914
y_rep[230] 11.503 0.004 0.295 11.504 11.561 11.618 11.696
y_rep[231] 11.649 0.004 0.309 11.645 11.700 11.762 11.847
y_rep[232] 12.611 0.003 0.220 12.612 12.670 12.728 12.811
y_rep[233] 12.606 0.003 0.259 12.607 12.664 12.724 12.806
y_rep[234] 12.144 0.003 0.214 12.142 12.202 12.260 12.345
y_rep[235] 12.360 0.003 0.216 12.360 12.417 12.478 12.561
y_rep[236] 12.604 0.003 0.199 12.601 12.659 12.718 12.798
y_rep[237] 12.647 0.003 0.243 12.647 12.704 12.763 12.840
y_rep[238] 12.614 0.003 0.231 12.611 12.668 12.725 12.805
y_rep[239] 13.478 0.003 0.210 13.478 13.534 13.594 13.670
y_rep[240] 14.042 0.003 0.211 14.044 14.102 14.161 14.238
y_rep[241] 13.521 0.003 0.222 13.519 13.577 13.643 13.715
y_rep[242] 13.450 0.003 0.247 13.452 13.509 13.569 13.654
y_rep[243] 13.521 0.003 0.229 13.521 13.582 13.641 13.720
y_rep[244] 13.555 0.003 0.268 13.554 13.613 13.669 13.750
y_rep[245] 13.856 0.003 0.202 13.854 13.909 13.967 14.045
y_rep[246] 14.456 0.006 0.452 14.448 14.510 14.567 14.654
y_rep[247] 14.064 0.003 0.214 14.063 14.119 14.177 14.254
y_rep[248] 13.690 0.003 0.219 13.690 13.749 13.807 13.886
y_rep[249] 13.837 0.003 0.219 13.836 13.894 13.957 14.044
y_rep[250] 13.528 0.003 0.217 13.532 13.587 13.646 13.728
y_rep[251] 14.153 0.003 0.207 14.154 14.214 14.272 14.353
y_rep[252] 14.537 0.003 0.220 14.538 14.596 14.655 14.737
y_rep[253] 14.557 0.003 0.231 14.558 14.615 14.675 14.758
y_rep[254] 14.149 0.003 0.232 14.149 14.204 14.265 14.343
y_rep[255] 13.736 0.003 0.215 13.733 13.794 13.853 13.935
y_rep[256] 13.702 0.003 0.222 13.701 13.759 13.819 13.902
y_rep[257] 13.942 0.003 0.213 13.943 13.998 14.058 14.139
y_rep[258] 13.933 0.003 0.236 13.934 13.993 14.053 14.136
y_rep[259] 13.624 0.003 0.209 13.625 13.682 13.742 13.822
y_rep[260] 13.594 0.003 0.228 13.595 13.653 13.713 13.794
y_rep[261] 13.513 0.003 0.216 13.512 13.569 13.625 13.711
y_rep[262] 12.416 0.003 0.213 12.412 12.471 12.533 12.620
y_rep[263] 12.120 0.003 0.238 12.122 12.181 12.240 12.318
y_rep[264] 12.369 0.003 0.241 12.367 12.426 12.485 12.569
y_rep[265] 12.455 0.003 0.217 12.455 12.511 12.570 12.646
y_rep[266] 13.432 0.004 0.287 13.433 13.493 13.553 13.634
y_rep[267] 13.166 0.003 0.217 13.169 13.224 13.286 13.369
y_rep[268] 12.709 0.003 0.231 12.709 12.765 12.823 12.902
y_rep[269] 12.575 0.003 0.236 12.576 12.632 12.693 12.775
y_rep[270] 13.038 0.003 0.209 13.036 13.091 13.152 13.238
y_rep[271] 13.536 0.003 0.258 13.536 13.594 13.657 13.737
y_rep[272] 13.758 0.003 0.219 13.757 13.814 13.872 13.954
y_rep[273] 13.568 0.004 0.307 13.565 13.621 13.679 13.762
y_rep[274] 13.471 0.003 0.228 13.475 13.532 13.589 13.671
y_rep[275] 12.819 0.003 0.224 12.822 12.878 12.936 13.020
y_rep[276] 12.655 0.003 0.208 12.659 12.716 12.774 12.856
y_rep[277] 12.705 0.003 0.245 12.703 12.762 12.819 12.905
y_rep[278] 12.863 0.003 0.215 12.863 12.923 12.982 13.066
y_rep[279] 12.854 0.003 0.217 12.854 12.912 12.969 13.051
y_rep[280] 12.922 0.003 0.262 12.917 12.974 13.034 13.111
y_rep[281] 12.801 0.003 0.222 12.803 12.861 12.916 12.994
y_rep[282] 12.627 0.004 0.291 12.624 12.684 12.742 12.824
y_rep[283] 13.246 0.003 0.219 13.244 13.300 13.361 13.443
y_rep[284] 13.078 0.003 0.231 13.078 13.133 13.193 13.273
y_rep[285] 13.577 0.003 0.212 13.581 13.641 13.700 13.774
y_rep[286] 13.680 0.004 0.287 13.683 13.738 13.799 13.877
y_rep[287] 13.481 0.003 0.217 13.482 13.540 13.599 13.676
y_rep[288] 13.205 0.003 0.207 13.206 13.263 13.324 13.404
y_rep[289] 12.822 0.003 0.231 12.822 12.880 12.940 13.022
y_rep[290] 12.727 0.003 0.212 12.729 12.786 12.843 12.919
y_rep[291] 12.898 0.003 0.204 12.896 12.954 13.014 13.085
y_rep[292] 13.057 0.003 0.231 13.058 13.114 13.174 13.253
y_rep[293] 12.804 0.003 0.225 12.803 12.863 12.923 13.008
y_rep[294] 12.636 0.003 0.210 12.636 12.693 12.753 12.829
y_rep[295] 12.948 0.003 0.222 12.948 13.007 13.062 13.143
y_rep[296] 13.476 0.006 0.430 13.473 13.529 13.588 13.670
y_rep[297] 13.166 0.003 0.207 13.170 13.227 13.286 13.358
y_rep[298] 14.521 0.003 0.206 14.519 14.576 14.636 14.715
y_rep[299] 14.643 0.003 0.215 14.645 14.702 14.758 14.842
y_rep[300] 14.930 0.003 0.219 14.930 14.989 15.045 15.126
y_rep[301] 14.887 0.003 0.264 14.885 14.944 15.005 15.085
y_rep[302] 14.886 0.003 0.223 14.884 14.944 15.003 15.091
y_rep[303] 14.775 0.003 0.241 14.780 14.835 14.894 14.971
y_rep[304] 14.889 0.003 0.226 14.886 14.942 15.002 15.095
y_rep[305] 14.855 0.003 0.217 14.856 14.915 14.972 15.050
y_rep[306] 14.622 0.003 0.212 14.619 14.675 14.731 14.820
y_rep[307] 14.630 0.003 0.254 14.633 14.691 14.748 14.827
y_rep[308] 14.621 0.003 0.226 14.618 14.676 14.733 14.817
y_rep[309] 15.556 0.003 0.228 15.554 15.612 15.673 15.762
y_rep[310] 16.012 0.003 0.212 16.013 16.070 16.127 16.202
y_rep[311] 15.765 0.003 0.215 15.760 15.820 15.878 15.962
y_rep[312] 15.703 0.003 0.217 15.706 15.763 15.823 15.895
y_rep[313] 15.869 0.003 0.228 15.864 15.922 15.980 16.058
y_rep[314] 15.686 0.003 0.219 15.687 15.743 15.801 15.882
y_rep[315] 15.351 0.003 0.222 15.353 15.410 15.467 15.543
y_rep[316] 15.226 0.003 0.234 15.222 15.282 15.340 15.430
y_rep[317] 14.913 0.003 0.225 14.910 14.966 15.029 15.113
y_rep[318] 14.716 0.003 0.209 14.713 14.772 14.833 14.920
y_rep[319] 14.810 0.003 0.227 14.811 14.867 14.927 15.009
y_rep[320] 14.067 0.003 0.234 14.070 14.127 14.188 14.267
y_rep[321] 13.139 0.003 0.223 13.140 13.197 13.255 13.335
y_rep[322] 13.080 0.003 0.216 13.080 13.136 13.194 13.279
y_rep[323] 12.592 0.003 0.252 12.588 12.649 12.707 12.788
y_rep[324] 12.817 0.003 0.208 12.820 12.875 12.933 13.010
y_rep[325] 13.130 0.003 0.248 13.131 13.186 13.244 13.323
y_rep[326] 13.245 0.004 0.310 13.248 13.305 13.364 13.447
y_rep[327] 13.573 0.003 0.206 13.573 13.628 13.688 13.768
y_rep[328] 13.496 0.003 0.231 13.498 13.556 13.616 13.691
y_rep[329] 13.516 0.003 0.219 13.518 13.578 13.635 13.715
y_rep[330] 13.542 0.003 0.203 13.544 13.600 13.663 13.744
y_rep[331] 13.581 0.003 0.213 13.578 13.638 13.699 13.781
y_rep[332] 12.895 0.003 0.209 12.896 12.955 13.014 13.094
y_rep[333] 13.464 0.003 0.220 13.468 13.525 13.582 13.661
y_rep[334] 13.614 0.003 0.215 13.612 13.671 13.732 13.815
y_rep[335] 13.406 0.003 0.222 13.404 13.460 13.520 13.603
y_rep[336] 13.206 0.003 0.250 13.209 13.267 13.324 13.400
y_rep[337] 13.178 0.003 0.204 13.182 13.237 13.295 13.374
y_rep[338] 13.696 0.003 0.221 13.695 13.751 13.812 13.898
y_rep[339] 13.879 0.003 0.213 13.880 13.939 13.996 14.075
y_rep[340] 14.161 0.003 0.212 14.159 14.215 14.274 14.365
y_rep[341] 13.821 0.003 0.214 13.819 13.875 13.935 14.022
y_rep[342] 13.946 0.003 0.238 13.949 14.006 14.061 14.138
y_rep[343] 14.223 0.003 0.205 14.222 14.277 14.338 14.414
y_rep[344] 14.033 0.003 0.204 14.035 14.090 14.146 14.226
y_rep[345] 14.261 0.003 0.214 14.258 14.317 14.378 14.459
y_rep[346] 14.523 0.003 0.199 14.523 14.579 14.635 14.718
y_rep[347] 14.057 0.003 0.208 14.060 14.119 14.176 14.249
y_rep[348] 13.988 0.003 0.227 13.990 14.047 14.104 14.186
y_rep[349] 13.811 0.003 0.217 13.815 13.872 13.927 14.003
y_rep[350] 13.890 0.003 0.226 13.887 13.947 14.007 14.091
y_rep[351] 13.981 0.003 0.225 13.984 14.039 14.096 14.177
y_rep[352] 14.448 0.003 0.231 14.450 14.508 14.564 14.643
y_rep[353] 14.477 0.003 0.214 14.476 14.534 14.591 14.670
y_rep[354] 15.326 0.003 0.229 15.321 15.381 15.443 15.524
y_rep[355] 15.350 0.003 0.212 15.351 15.408 15.467 15.546
y_rep[356] 15.401 0.003 0.229 15.399 15.454 15.514 15.591
y_rep[357] 17.341 0.003 0.242 17.345 17.401 17.460 17.542
y_rep[358] 19.070 0.003 0.226 19.070 19.128 19.187 19.270
y_rep[359] 18.208 0.003 0.213 18.210 18.265 18.319 18.397
y_rep[360] 19.038 0.003 0.217 19.038 19.094 19.149 19.234
y_rep[361] 18.967 0.003 0.254 18.969 19.028 19.090 19.168
y_rep[362] 19.089 0.003 0.221 19.089 19.147 19.203 19.288
y_rep[363] 20.084 0.003 0.227 20.079 20.137 20.197 20.284
y_rep[364] 20.472 0.003 0.230 20.473 20.532 20.589 20.665
y_rep[365] 20.082 0.003 0.217 20.081 20.142 20.203 20.285
y_rep[366] 20.306 0.003 0.216 20.306 20.366 20.424 20.506
y_rep[367] 21.045 0.003 0.221 21.047 21.105 21.162 21.240
y_rep[368] 20.943 0.003 0.211 20.942 20.999 21.055 21.132
y_rep[369] 21.428 0.003 0.259 21.428 21.485 21.544 21.630
y_rep[370] 21.808 0.003 0.236 21.806 21.863 21.922 21.999
y_rep[371] 21.367 0.003 0.202 21.365 21.426 21.485 21.565
y_rep[372] 21.957 0.003 0.211 21.955 22.019 22.076 22.155
y_rep[373] 22.185 0.003 0.209 22.186 22.242 22.303 22.381
y_rep[374] 21.921 0.003 0.226 21.922 21.979 22.037 22.118
y_rep[375] 21.950 0.003 0.216 21.951 22.010 22.069 22.147
y_rep[376] 22.057 0.004 0.278 22.059 22.118 22.177 22.261
y_rep[377] 21.947 0.003 0.213 21.946 22.002 22.061 22.137
y_rep[378] 21.896 0.003 0.204 21.897 21.954 22.014 22.094
y_rep[379] 21.576 0.003 0.214 21.576 21.634 21.692 21.770
y_rep[380] 19.547 0.003 0.225 19.547 19.609 19.672 19.754
y_rep[381] 19.962 0.003 0.214 19.962 20.022 20.081 20.158
y_rep[382] 20.667 0.003 0.234 20.666 20.724 20.782 20.859
y_rep[383] 20.306 0.003 0.217 20.308 20.365 20.424 20.503
y_rep[384] 20.000 0.003 0.238 20.002 20.060 20.120 20.196
y_rep[385] 19.796 0.003 0.257 19.796 19.854 19.913 19.995
y_rep[386] 19.359 0.003 0.248 19.359 19.416 19.475 19.555
y_rep[387] 19.854 0.003 0.202 19.853 19.909 19.970 20.052
y_rep[388] 20.344 0.003 0.225 20.343 20.401 20.463 20.544
y_rep[389] 20.027 0.003 0.226 20.025 20.083 20.140 20.227
y_rep[390] 19.466 0.003 0.257 19.468 19.525 19.584 19.671
y_rep[391] 19.286 0.004 0.293 19.289 19.345 19.402 19.488
y_rep[392] 18.602 0.003 0.259 18.601 18.658 18.711 18.793
y_rep[393] 18.928 0.003 0.204 18.924 18.981 19.041 19.123
y_rep[394] 18.943 0.003 0.205 18.945 19.003 19.059 19.136
y_rep[395] 18.582 0.003 0.210 18.585 18.643 18.703 18.779
y_rep[396] 18.100 0.003 0.244 18.101 18.159 18.217 18.300
y_rep[397] 18.028 0.003 0.214 18.031 18.088 18.146 18.223
y_rep[398] 18.030 0.003 0.223 18.029 18.088 18.149 18.235
y_rep[399] 17.903 0.003 0.231 17.902 17.961 18.024 18.108
y_rep[400] 17.512 0.003 0.248 17.505 17.565 17.620 17.707
y_rep[401] 17.695 0.003 0.225 17.695 17.755 17.813 17.895
y_rep[402] 17.575 0.003 0.218 17.571 17.632 17.693 17.771
y_rep[403] 17.276 0.003 0.224 17.274 17.333 17.392 17.472
y_rep[404] 16.749 0.003 0.212 16.750 16.807 16.864 16.947
y_rep[405] 15.961 0.003 0.211 15.961 16.018 16.077 16.163
y_rep[406] 16.091 0.003 0.242 16.088 16.149 16.208 16.288
y_rep[407] 16.402 0.003 0.219 16.402 16.456 16.515 16.599
y_rep[408] 16.213 0.003 0.209 16.212 16.271 16.329 16.415
y_rep[409] 15.952 0.003 0.230 15.953 16.012 16.073 16.152
y_rep[410] 15.381 0.003 0.223 15.378 15.437 15.498 15.574
y_rep[411] 15.150 0.003 0.212 15.150 15.205 15.264 15.346
y_rep[412] 15.327 0.003 0.210 15.324 15.382 15.439 15.518
y_rep[413] 15.323 0.003 0.212 15.324 15.380 15.437 15.515
y_rep[414] 15.037 0.004 0.287 15.036 15.093 15.151 15.237
y_rep[415] 14.966 0.003 0.227 14.968 15.023 15.083 15.166
y_rep[416] 15.122 0.003 0.210 15.122 15.177 15.236 15.309
y_rep[417] 14.825 0.005 0.353 14.827 14.884 14.940 15.024
y_rep[418] 15.065 0.004 0.273 15.063 15.122 15.180 15.263
y_rep[419] 16.071 0.003 0.218 16.068 16.124 16.181 16.259
y_rep[420] 15.864 0.003 0.212 15.863 15.917 15.977 16.064
y_rep[421] 15.653 0.003 0.213 15.650 15.711 15.769 15.846
y_rep[422] 15.278 0.003 0.205 15.277 15.333 15.395 15.470
y_rep[423] 14.929 0.003 0.206 14.927 14.985 15.043 15.126
y_rep[424] 15.437 0.003 0.235 15.439 15.496 15.553 15.636
y_rep[425] 15.898 0.003 0.221 15.898 15.957 16.017 16.098
y_rep[426] 15.890 0.003 0.217 15.895 15.951 16.006 16.081
y_rep[427] 15.906 0.003 0.230 15.905 15.962 16.017 16.096
y_rep[428] 16.017 0.003 0.219 16.015 16.073 16.132 16.208
y_rep[429] 15.724 0.003 0.239 15.722 15.777 15.837 15.922
y_rep[430] 15.792 0.003 0.219 15.791 15.847 15.903 15.981
y_rep[431] 16.133 0.003 0.232 16.135 16.193 16.254 16.334
y_rep[432] 15.923 0.003 0.213 15.924 15.981 16.035 16.114
y_rep[433] 16.178 0.003 0.220 16.176 16.237 16.292 16.374
y_rep[434] 16.470 0.003 0.231 16.468 16.526 16.586 16.665
y_rep[435] 16.181 0.003 0.224 16.178 16.238 16.296 16.381
y_rep[436] 15.902 0.003 0.240 15.904 15.962 16.020 16.094
y_rep[437] 16.314 0.003 0.218 16.311 16.371 16.431 16.512
y_rep[438] 15.917 0.003 0.219 15.913 15.971 16.034 16.115
y_rep[439] 15.719 0.003 0.222 15.719 15.776 15.833 15.916
y_rep[440] 15.767 0.003 0.232 15.770 15.828 15.885 15.961
y_rep[441] 15.633 0.003 0.209 15.634 15.691 15.751 15.832
y_rep[442] 15.287 0.003 0.251 15.287 15.344 15.404 15.485
y_rep[443] 15.504 0.003 0.232 15.501 15.558 15.616 15.701
y_rep[444] 15.173 0.003 0.235 15.173 15.230 15.291 15.369
y_rep[445] 15.127 0.003 0.212 15.124 15.181 15.244 15.326
y_rep[446] 15.735 0.003 0.215 15.733 15.791 15.850 15.924
y_rep[447] 15.676 0.003 0.226 15.679 15.737 15.795 15.875
y_rep[448] 14.710 0.003 0.221 14.710 14.769 14.829 14.910
y_rep[449] 14.874 0.003 0.224 14.871 14.932 14.993 15.079
y_rep[450] 14.672 0.003 0.241 14.672 14.729 14.790 14.870
y_rep[451] 14.435 0.003 0.260 14.438 14.495 14.556 14.634
y_rep[452] 14.355 0.003 0.227 14.351 14.410 14.467 14.548
y_rep[453] 13.992 0.003 0.222 13.995 14.052 14.109 14.187
y_rep[454] 13.633 0.003 0.226 13.629 13.687 13.751 13.827
y_rep[455] 14.830 0.003 0.200 14.832 14.886 14.948 15.024
y_rep[456] 14.890 0.003 0.216 14.889 14.947 15.009 15.090
y_rep[457] 14.716 0.009 0.682 14.729 14.785 14.842 14.923
y_rep[458] 14.858 0.003 0.232 14.863 14.920 14.979 15.060
y_rep[459] 14.942 0.003 0.221 14.946 15.001 15.056 15.136
y_rep[460] 14.447 0.003 0.203 14.447 14.501 14.560 14.639
y_rep[461] 14.809 0.003 0.265 14.811 14.867 14.925 14.999
y_rep[462] 14.569 0.003 0.241 14.566 14.627 14.689 14.772
y_rep[463] 14.137 0.003 0.227 14.138 14.197 14.257 14.333
y_rep[464] 14.127 0.003 0.223 14.124 14.183 14.242 14.322
y_rep[465] 13.841 0.003 0.224 13.839 13.895 13.955 14.038
y_rep[466] 13.843 0.003 0.205 13.844 13.900 13.957 14.038
y_rep[467] 15.420 0.003 0.215 15.419 15.479 15.538 15.619
y_rep[468] 15.060 0.003 0.210 15.064 15.121 15.180 15.252
y_rep[469] 15.241 0.003 0.210 15.240 15.294 15.353 15.433
y_rep[470] 15.702 0.003 0.207 15.699 15.758 15.818 15.896
y_rep[471] 15.969 0.003 0.219 15.965 16.026 16.086 16.165
y_rep[472] 15.624 0.003 0.204 15.626 15.685 15.742 15.824
y_rep[473] 19.090 0.003 0.221 19.086 19.145 19.208 19.287
y_rep[474] 22.138 0.003 0.220 22.138 22.196 22.256 22.336
y_rep[475] 21.793 0.003 0.215 21.792 21.849 21.910 21.988
y_rep[476] 21.834 0.007 0.508 21.830 21.888 21.945 22.024
y_rep[477] 21.575 0.003 0.220 21.576 21.631 21.693 21.773
y_rep[478] 20.611 0.003 0.248 20.609 20.666 20.724 20.802
y_rep[479] 21.454 0.003 0.234 21.450 21.510 21.569 21.657
y_rep[480] 21.242 0.003 0.215 21.243 21.301 21.359 21.436
y_rep[481] 21.087 0.003 0.222 21.086 21.145 21.205 21.285
y_rep[482] 21.025 0.003 0.228 21.023 21.081 21.141 21.215
y_rep[483] 21.282 0.003 0.245 21.284 21.344 21.401 21.486
y_rep[484] 21.325 0.003 0.228 21.327 21.386 21.447 21.528
y_rep[485] 21.593 0.003 0.232 21.598 21.652 21.711 21.790
y_rep[486] 21.795 0.003 0.243 21.795 21.852 21.910 21.986
y_rep[487] 21.415 0.003 0.232 21.415 21.477 21.533 21.614
y_rep[488] 22.386 0.003 0.222 22.386 22.445 22.503 22.576
y_rep[489] 22.166 0.003 0.214 22.164 22.221 22.280 22.356
y_rep[490] 21.454 0.003 0.238 21.455 21.511 21.567 21.646
y_rep[491] 21.507 0.003 0.221 21.504 21.560 21.620 21.699
y_rep[492] 21.206 0.003 0.238 21.204 21.261 21.319 21.400
y_rep[493] 20.763 0.003 0.265 20.767 20.825 20.888 20.966
y_rep[494] 21.132 0.003 0.223 21.136 21.190 21.249 21.330
y_rep[495] 20.980 0.003 0.224 20.980 21.038 21.098 21.179
y_rep[496] 19.071 0.003 0.226 19.072 19.133 19.195 19.276
y_rep[497] 15.849 0.003 0.211 15.849 15.907 15.968 16.055
y_rep[498] 16.443 0.003 0.213 16.446 16.509 16.573 16.657
y_rep[499] 16.642 0.003 0.212 16.642 16.703 16.765 16.849
y_rep[500] 15.696 0.003 0.215 15.702 15.758 15.814 15.899
y_rep[501] 15.851 0.003 0.223 15.850 15.909 15.965 16.047
y_rep[502] 15.446 0.004 0.279 15.441 15.500 15.559 15.642
y_rep[503] 15.624 0.003 0.220 15.628 15.684 15.739 15.816
y_rep[504] 15.650 0.003 0.267 15.651 15.709 15.771 15.853
y_rep[505] 15.263 0.003 0.231 15.264 15.321 15.379 15.461
y_rep[506] 14.948 0.003 0.214 14.950 15.009 15.065 15.148
y_rep[507] 14.787 0.003 0.223 14.784 14.839 14.899 14.981
y_rep[508] 14.203 0.003 0.213 14.201 14.260 14.321 14.399
y_rep[509] 14.491 0.003 0.215 14.490 14.550 14.610 14.688
y_rep[510] 14.136 0.003 0.217 14.138 14.194 14.255 14.327
y_rep[511] 13.565 0.003 0.224 13.564 13.620 13.677 13.760
y_rep[512] 13.699 0.003 0.218 13.698 13.756 13.814 13.897
y_rep[513] 13.270 0.003 0.260 13.270 13.327 13.386 13.466
y_rep[514] 12.845 0.003 0.228 12.842 12.902 12.960 13.043
y_rep[515] 12.885 0.003 0.230 12.880 12.939 13.001 13.083
y_rep[516] 13.202 0.003 0.226 13.201 13.259 13.314 13.391
y_rep[517] 12.811 0.003 0.207 12.811 12.869 12.926 13.002
y_rep[518] 13.021 0.003 0.208 13.022 13.080 13.138 13.221
y_rep[519] 12.982 0.005 0.372 12.980 13.039 13.096 13.174
y_rep[520] 12.376 0.003 0.218 12.380 12.436 12.491 12.576
y_rep[521] 12.698 0.003 0.263 12.702 12.759 12.816 12.898
y_rep[522] 12.562 0.003 0.272 12.561 12.621 12.680 12.753
y_rep[523] 12.345 0.003 0.234 12.347 12.405 12.466 12.552
y_rep[524] 12.188 0.003 0.231 12.186 12.248 12.306 12.386
y_rep[525] 12.300 0.003 0.218 12.299 12.359 12.417 12.501
y_rep[526] 11.792 0.003 0.215 11.791 11.849 11.905 11.987
y_rep[527] 11.730 0.003 0.211 11.727 11.785 11.842 11.921
y_rep[528] 12.253 0.003 0.244 12.247 12.306 12.368 12.455
y_rep[529] 11.994 0.003 0.213 11.996 12.054 12.113 12.193
y_rep[530] 12.296 0.003 0.227 12.298 12.356 12.413 12.490
y_rep[531] 12.104 0.003 0.225 12.104 12.164 12.220 12.298
y_rep[532] 11.461 0.003 0.232 11.460 11.519 11.577 11.657
y_rep[533] 11.719 0.003 0.220 11.721 11.775 11.834 11.915
y_rep[534] 11.875 0.003 0.220 11.870 11.926 11.989 12.067
y_rep[535] 11.679 0.003 0.209 11.677 11.734 11.789 11.869
y_rep[536] 12.657 0.003 0.228 12.658 12.714 12.774 12.853
y_rep[537] 12.258 0.003 0.207 12.261 12.320 12.379 12.457
y_rep[538] 11.825 0.003 0.212 11.827 11.882 11.940 12.024
y_rep[539] 11.872 0.003 0.224 11.874 11.930 11.989 12.068
y_rep[540] 11.557 0.003 0.235 11.556 11.613 11.673 11.749
y_rep[541] 11.497 0.003 0.253 11.497 11.554 11.610 11.689
y_rep[542] 11.591 0.003 0.211 11.589 11.646 11.705 11.789
y_rep[543] 11.343 0.003 0.235 11.340 11.399 11.459 11.543
y_rep[544] 11.143 0.003 0.201 11.141 11.198 11.252 11.339
y_rep[545] 11.705 0.003 0.232 11.703 11.759 11.823 11.908
y_rep[546] 11.322 0.003 0.260 11.321 11.378 11.436 11.515
y_rep[547] 11.373 0.003 0.202 11.374 11.434 11.491 11.567
y_rep[548] 11.294 0.003 0.219 11.297 11.352 11.404 11.487
y_rep[549] 11.621 0.003 0.230 11.620 11.677 11.734 11.821
y_rep[550] 11.549 0.003 0.235 11.548 11.608 11.663 11.749
y_rep[551] 11.260 0.003 0.194 11.260 11.316 11.373 11.447
y_rep[552] 10.989 0.003 0.227 10.992 11.050 11.111 11.187
y_rep[553] 10.851 0.003 0.217 10.851 10.906 10.967 11.054
y_rep[554] 11.035 0.003 0.246 11.038 11.096 11.156 11.232
y_rep[555] 10.972 0.003 0.211 10.972 11.028 11.087 11.169
y_rep[556] 10.430 0.003 0.212 10.432 10.488 10.543 10.621
y_rep[557] 10.246 0.003 0.208 10.244 10.299 10.358 10.440
y_rep[558] 10.330 0.003 0.217 10.332 10.387 10.443 10.523
y_rep[559] 10.062 0.003 0.210 10.060 10.116 10.178 10.260
y_rep[560] 13.251 0.004 0.283 13.251 13.313 13.373 13.460
y_rep[561] 12.808 0.003 0.227 12.806 12.860 12.917 12.999
y_rep[562] 12.652 0.003 0.239 12.649 12.708 12.770 12.848
y_rep[563] 12.996 0.003 0.233 12.994 13.052 13.108 13.188
y_rep[564] 13.472 0.003 0.214 13.472 13.529 13.585 13.671
y_rep[565] 12.969 0.003 0.215 12.970 13.026 13.084 13.161
y_rep[566] 13.194 0.003 0.224 13.197 13.252 13.312 13.390
y_rep[567] 12.925 0.003 0.233 12.921 12.979 13.041 13.123
y_rep[568] 12.523 0.003 0.222 12.519 12.579 12.638 12.718
y_rep[569] 12.854 0.003 0.213 12.853 12.907 12.962 13.041
y_rep[570] 12.718 0.003 0.201 12.714 12.772 12.835 12.917
y_rep[571] 12.682 0.003 0.212 12.681 12.739 12.797 12.879
y_rep[572] 12.309 0.003 0.206 12.308 12.366 12.425 12.508
y_rep[573] 12.361 0.003 0.224 12.362 12.416 12.473 12.562
y_rep[574] 12.100 0.003 0.228 12.104 12.163 12.220 12.300
y_rep[575] 12.320 0.003 0.228 12.323 12.377 12.435 12.521
y_rep[576] 12.061 0.003 0.214 12.061 12.120 12.178 12.261
y_rep[577] 11.976 0.003 0.230 11.975 12.033 12.091 12.172
y_rep[578] 12.351 0.003 0.208 12.351 12.411 12.470 12.549
y_rep[579] 12.343 0.003 0.224 12.345 12.402 12.462 12.538
y_rep[580] 12.039 0.003 0.217 12.041 12.097 12.160 12.242
y_rep[581] 12.135 0.003 0.207 12.134 12.189 12.247 12.328
y_rep[582] 12.177 0.003 0.226 12.175 12.232 12.289 12.370
y_rep[583] 11.015 0.003 0.216 11.015 11.074 11.136 11.222
y_rep[584] 11.063 0.003 0.220 11.064 11.122 11.184 11.267
y_rep[585] 10.844 0.003 0.235 10.847 10.905 10.964 11.047
y_rep[586] 10.477 0.003 0.220 10.479 10.535 10.594 10.672
y_rep[587] 10.600 0.003 0.243 10.606 10.660 10.719 10.799
y_rep[588] 11.241 0.003 0.211 11.241 11.299 11.358 11.438
y_rep[589] 11.264 0.003 0.220 11.262 11.321 11.379 11.471
y_rep[590] 11.534 0.003 0.213 11.537 11.593 11.650 11.730
y_rep[591] 11.602 0.003 0.225 11.601 11.661 11.720 11.804
y_rep[592] 17.705 0.004 0.272 17.704 17.790 17.873 17.964
y_rep[593] 18.659 0.003 0.235 18.659 18.725 18.787 18.862
y_rep[594] 19.196 0.003 0.212 19.197 19.256 19.315 19.397
y_rep[595] 18.586 0.003 0.236 18.585 18.643 18.702 18.780
y_rep[596] 19.071 0.003 0.245 19.072 19.131 19.190 19.267
y_rep[597] 19.427 0.003 0.238 19.431 19.489 19.549 19.622
y_rep[598] 19.299 0.003 0.201 19.295 19.351 19.412 19.488
y_rep[599] 19.598 0.003 0.225 19.599 19.657 19.718 19.800
y_rep[600] 19.387 0.003 0.241 19.392 19.453 19.508 19.583
y_rep[601] 19.478 0.003 0.218 19.477 19.536 19.593 19.674
y_rep[602] 19.586 0.003 0.240 19.587 19.647 19.705 19.784
y_rep[603] 20.433 0.003 0.224 20.433 20.490 20.549 20.624
y_rep[604] 20.196 0.004 0.335 20.196 20.259 20.320 20.400
y_rep[605] 20.019 0.003 0.227 20.018 20.074 20.131 20.212
y_rep[606] 20.367 0.003 0.266 20.364 20.423 20.484 20.571
y_rep[607] 20.402 0.003 0.233 20.400 20.456 20.515 20.597
y_rep[608] 20.436 0.003 0.208 20.439 20.493 20.555 20.629
y_rep[609] 20.720 0.004 0.284 20.722 20.779 20.837 20.918
y_rep[610] 20.394 0.003 0.207 20.389 20.448 20.508 20.590
y_rep[611] 20.737 0.003 0.232 20.732 20.790 20.849 20.932
y_rep[612] 20.421 0.003 0.203 20.424 20.479 20.538 20.614
y_rep[613] 20.093 0.003 0.227 20.095 20.152 20.210 20.290
y_rep[614] 18.239 0.003 0.223 18.239 18.296 18.358 18.440
y_rep[615] 16.397 0.003 0.217 16.399 16.457 16.516 16.605
y_rep[616] 15.424 0.003 0.204 15.424 15.482 15.540 15.615
y_rep[617] 15.676 0.003 0.251 15.674 15.736 15.796 15.881
y_rep[618] 15.211 0.003 0.210 15.213 15.269 15.327 15.408
y_rep[619] 14.654 0.004 0.275 14.654 14.714 14.771 14.855
y_rep[620] 14.652 0.003 0.203 14.654 14.710 14.765 14.843
y_rep[621] 14.741 0.003 0.221 14.738 14.794 14.854 14.941
y_rep[622] 15.262 0.003 0.203 15.262 15.320 15.377 15.454
y_rep[623] 15.423 0.003 0.225 15.419 15.479 15.539 15.619
y_rep[624] 15.140 0.003 0.216 15.138 15.199 15.257 15.335
y_rep[625] 15.093 0.003 0.203 15.095 15.152 15.211 15.285
y_rep[626] 14.535 0.003 0.220 14.531 14.587 14.648 14.732
y_rep[627] 14.391 0.003 0.224 14.392 14.448 14.507 14.595
y_rep[628] 14.098 0.003 0.225 14.096 14.152 14.211 14.302
y_rep[629] 13.799 0.003 0.212 13.803 13.858 13.918 13.997
y_rep[630] 13.780 0.003 0.219 13.780 13.839 13.899 13.980
y_rep[631] 13.357 0.003 0.220 13.358 13.416 13.476 13.558
y_rep[632] 13.387 0.003 0.249 13.390 13.449 13.506 13.584
y_rep[633] 13.437 0.003 0.215 13.434 13.491 13.552 13.639
y_rep[634] 13.229 0.003 0.229 13.230 13.289 13.346 13.425
y_rep[635] 12.757 0.003 0.231 12.759 12.817 12.875 12.956
y_rep[636] 12.686 0.003 0.230 12.690 12.746 12.803 12.882
y_rep[637] 12.264 0.003 0.223 12.262 12.321 12.381 12.462
y_rep[638] 12.753 0.004 0.276 12.753 12.810 12.867 12.948
y_rep[639] 12.983 0.003 0.215 12.979 13.035 13.094 13.182
y_rep[640] 12.800 0.003 0.260 12.796 12.855 12.915 12.994
y_rep[641] 12.580 0.003 0.219 12.578 12.639 12.698 12.778
y_rep[642] 12.809 0.003 0.215 12.810 12.868 12.925 12.998
y_rep[643] 12.510 0.003 0.211 12.511 12.569 12.627 12.705
y_rep[644] 12.344 0.003 0.210 12.341 12.398 12.455 12.539
y_rep[645] 12.336 0.003 0.214 12.334 12.388 12.451 12.529
y_rep[646] 11.935 0.003 0.214 11.936 11.990 12.050 12.124
y_rep[647] 11.938 0.003 0.210 11.936 11.993 12.054 12.132
y_rep[648] 12.052 0.003 0.226 12.052 12.109 12.168 12.244
y_rep[649] 12.378 0.003 0.261 12.379 12.437 12.493 12.574
y_rep[650] 12.429 0.003 0.219 12.430 12.486 12.545 12.629
y_rep[651] 12.521 0.003 0.224 12.526 12.580 12.638 12.720
y_rep[652] 12.457 0.003 0.215 12.455 12.515 12.575 12.658
y_rep[653] 12.476 0.003 0.227 12.475 12.532 12.594 12.683
y_rep[654] 12.505 0.003 0.224 12.501 12.559 12.620 12.705
y_rep[655] 12.535 0.003 0.211 12.534 12.593 12.651 12.734
y_rep[656] 12.488 0.003 0.215 12.491 12.546 12.604 12.689
y_rep[657] 12.511 0.003 0.244 12.515 12.572 12.631 12.713
y_rep[658] 12.524 0.003 0.231 12.522 12.580 12.639 12.722
y_rep[659] 12.565 0.004 0.289 12.565 12.621 12.681 12.766
y_rep[660] 12.359 0.003 0.209 12.361 12.418 12.474 12.551
y_rep[661] 12.003 0.003 0.218 12.003 12.060 12.122 12.206
y_rep[662] 12.124 0.003 0.223 12.123 12.181 12.239 12.326
y_rep[663] 12.114 0.003 0.219 12.117 12.172 12.231 12.311
y_rep[664] 12.442 0.003 0.217 12.443 12.501 12.564 12.642
y_rep[665] 12.736 0.003 0.204 12.732 12.790 12.846 12.922
y_rep[666] 12.199 0.003 0.214 12.202 12.260 12.320 12.399
y_rep[667] 12.426 0.003 0.218 12.424 12.482 12.537 12.616
y_rep[668] 12.058 0.003 0.200 12.056 12.111 12.171 12.253
y_rep[669] 11.883 0.003 0.223 11.883 11.941 11.999 12.083
y_rep[670] 12.083 0.003 0.213 12.081 12.141 12.197 12.277
y_rep[671] 12.376 0.003 0.229 12.377 12.433 12.492 12.568
y_rep[672] 12.141 0.003 0.219 12.140 12.199 12.258 12.336
y_rep[673] 11.870 0.003 0.253 11.862 11.920 11.978 12.060
y_rep[674] 11.918 0.003 0.240 11.919 11.975 12.030 12.115
y_rep[675] 11.774 0.003 0.220 11.776 11.832 11.889 11.967
y_rep[676] 11.907 0.003 0.226 11.904 11.962 12.021 12.104
y_rep[677] 12.065 0.005 0.396 12.063 12.117 12.178 12.255
y_rep[678] 11.532 0.004 0.292 11.535 11.593 11.654 11.732
y_rep[679] 11.520 0.003 0.224 11.519 11.577 11.633 11.714
y_rep[680] 11.108 0.003 0.212 11.106 11.164 11.224 11.304
y_rep[681] 10.904 0.003 0.202 10.906 10.963 11.020 11.094
y_rep[682] 11.242 0.003 0.204 11.241 11.300 11.358 11.439
y_rep[683] 11.506 0.003 0.209 11.507 11.565 11.620 11.698
y_rep[684] 11.251 0.003 0.217 11.251 11.308 11.365 11.443
y_rep[685] 11.028 0.003 0.232 11.032 11.090 11.150 11.230
y_rep[686] 10.883 0.003 0.238 10.881 10.939 10.998 11.088
y_rep[687] 10.609 0.003 0.258 10.612 10.668 10.729 10.808
y_rep[688] 10.963 0.003 0.217 10.963 11.019 11.078 11.162
y_rep[689] 10.773 0.003 0.212 10.769 10.826 10.884 10.965
y_rep[690] 10.908 0.003 0.208 10.909 10.963 11.024 11.105
y_rep[691] 10.902 0.003 0.225 10.901 10.961 11.023 11.098
y_rep[692] 11.004 0.003 0.220 11.004 11.062 11.119 11.202
y_rep[693] 10.679 0.003 0.225 10.680 10.739 10.799 10.881
y_rep[694] 10.662 0.003 0.235 10.662 10.719 10.781 10.862
y_rep[695] 10.596 0.003 0.260 10.597 10.652 10.709 10.784
y_rep[696] 10.464 0.003 0.214 10.468 10.524 10.585 10.666
y_rep[697] 10.327 0.003 0.222 10.327 10.383 10.444 10.526
y_rep[698] 10.155 0.003 0.233 10.158 10.215 10.269 10.343
y_rep[699] 10.438 0.003 0.212 10.439 10.498 10.556 10.632
y_rep[700] 11.140 0.003 0.245 11.140 11.195 11.253 11.335
y_rep[701] 11.026 0.004 0.309 11.026 11.084 11.144 11.225
y_rep[702] 10.863 0.003 0.231 10.866 10.923 10.976 11.055
y_rep[703] 10.929 0.003 0.227 10.934 10.988 11.047 11.133
y_rep[704] 10.888 0.003 0.228 10.879 10.936 10.999 11.089
y_rep[705] 10.854 0.003 0.205 10.855 10.911 10.967 11.043
y_rep[706] 10.752 0.003 0.213 10.752 10.810 10.870 10.945
y_rep[707] 10.975 0.003 0.264 10.976 11.031 11.088 11.167
y_rep[708] 10.905 0.003 0.211 10.904 10.961 11.023 11.105
y_rep[709] 10.742 0.003 0.219 10.742 10.800 10.858 10.937
y_rep[710] 10.764 0.003 0.231 10.762 10.820 10.878 10.962
y_rep[711] 10.599 0.003 0.214 10.596 10.656 10.714 10.801
y_rep[712] 10.458 0.003 0.268 10.458 10.517 10.580 10.663
y_rep[713] 10.246 0.003 0.217 10.248 10.305 10.364 10.441
y_rep[714] 10.140 0.003 0.235 10.139 10.197 10.255 10.341
y_rep[715] 10.017 0.003 0.212 10.018 10.077 10.135 10.219
y_rep[716] 10.111 0.003 0.204 10.107 10.165 10.221 10.298
y_rep[717] 9.802 0.003 0.215 9.799 9.857 9.916 10.006
y_rep[718] 9.674 0.003 0.211 9.679 9.734 9.792 9.868
y_rep[719] 10.044 0.003 0.263 10.046 10.102 10.160 10.239
y_rep[720] 10.091 0.003 0.215 10.089 10.146 10.208 10.295
y_rep[721] 10.476 0.003 0.232 10.473 10.535 10.595 10.672
y_rep[722] 9.764 0.003 0.229 9.761 9.820 9.879 9.956
y_rep[723] 10.152 0.003 0.221 10.151 10.212 10.271 10.352
y_rep[724] 10.470 0.003 0.207 10.467 10.524 10.583 10.658
y_rep[725] 10.550 0.003 0.211 10.552 10.609 10.667 10.749
y_rep[726] 10.663 0.003 0.255 10.664 10.720 10.778 10.857
y_rep[727] 10.351 0.003 0.224 10.350 10.410 10.466 10.551
y_rep[728] 10.432 0.003 0.217 10.433 10.489 10.549 10.629
y_rep[729] 10.425 0.005 0.396 10.433 10.487 10.548 10.628
y_rep[730] 10.619 0.003 0.231 10.620 10.680 10.740 10.823
y_rep[731] 10.600 0.003 0.221 10.604 10.662 10.721 10.801
y_rep[732] 10.650 0.005 0.409 10.656 10.715 10.772 10.850
y_rep[733] 10.495 0.003 0.203 10.496 10.552 10.612 10.694
y_rep[734] 11.303 0.003 0.202 11.303 11.361 11.418 11.495
y_rep[735] 11.617 0.003 0.232 11.620 11.676 11.738 11.822
y_rep[736] 11.334 0.003 0.230 11.331 11.390 11.452 11.531
y_rep[737] 11.375 0.003 0.215 11.376 11.433 11.494 11.571
y_rep[738] 11.484 0.003 0.238 11.479 11.536 11.592 11.677
y_rep[739] 11.388 0.003 0.206 11.387 11.440 11.502 11.581
y_rep[740] 11.725 0.003 0.228 11.726 11.781 11.839 11.920
y_rep[741] 11.615 0.003 0.222 11.614 11.671 11.728 11.813
y_rep[742] 11.751 0.003 0.205 11.751 11.808 11.870 11.950
y_rep[743] 11.767 0.003 0.213 11.766 11.827 11.884 11.960
y_rep[744] 11.558 0.003 0.220 11.559 11.616 11.677 11.755
y_rep[745] 11.642 0.003 0.213 11.642 11.698 11.755 11.835
y_rep[746] 11.344 0.003 0.223 11.346 11.400 11.458 11.535
y_rep[747] 10.938 0.003 0.233 10.936 10.995 11.055 11.137
y_rep[748] 11.065 0.003 0.199 11.061 11.118 11.175 11.256
y_rep[749] 11.205 0.003 0.223 11.205 11.263 11.324 11.400
y_rep[750] 11.255 0.003 0.215 11.249 11.306 11.363 11.449
y_rep[751] 10.854 0.003 0.209 10.850 10.906 10.965 11.047
y_rep[752] 10.748 0.017 1.333 10.763 10.823 10.877 10.956
y_rep[753] 10.987 0.003 0.219 10.989 11.044 11.102 11.178
y_rep[754] 11.286 0.003 0.225 11.286 11.344 11.402 11.482
y_rep[755] 11.550 0.003 0.214 11.551 11.608 11.665 11.738
y_rep[756] 11.210 0.003 0.230 11.211 11.265 11.322 11.411
y_rep[757] 10.611 0.003 0.222 10.613 10.671 10.726 10.811
y_rep[758] 10.494 0.004 0.266 10.487 10.547 10.609 10.686
y_rep[759] 10.716 0.003 0.214 10.717 10.773 10.833 10.915
y_rep[760] 10.439 0.003 0.207 10.439 10.496 10.556 10.638
y_rep[761] 10.572 0.003 0.226 10.571 10.630 10.686 10.764
y_rep[762] 10.988 0.003 0.206 10.987 11.048 11.106 11.189
y_rep[763] 10.505 0.003 0.232 10.504 10.562 10.621 10.704
y_rep[764] 10.449 0.003 0.223 10.450 10.507 10.566 10.642
y_rep[765] 10.202 0.003 0.205 10.202 10.260 10.316 10.392
y_rep[766] 10.326 0.003 0.224 10.329 10.385 10.440 10.522
y_rep[767] 10.117 0.003 0.259 10.121 10.177 10.234 10.311
y_rep[768] 10.301 0.003 0.217 10.300 10.355 10.412 10.490
y_rep[769] 10.269 0.003 0.238 10.269 10.325 10.384 10.470
y_rep[770] 10.092 0.004 0.272 10.088 10.147 10.207 10.290
y_rep[771] 10.252 0.003 0.208 10.254 10.313 10.372 10.451
y_rep[772] 10.220 0.003 0.213 10.223 10.278 10.335 10.414
y_rep[773] 10.205 0.003 0.234 10.209 10.266 10.326 10.406
y_rep[774] 10.814 0.003 0.219 10.815 10.870 10.926 10.998
y_rep[775] 10.616 0.003 0.228 10.620 10.677 10.736 10.813
y_rep[776] 10.298 0.003 0.232 10.299 10.356 10.414 10.495
y_rep[777] 10.178 0.004 0.290 10.175 10.233 10.291 10.370
y_rep[778] 9.874 0.003 0.234 9.873 9.931 9.987 10.065
y_rep[779] 10.394 0.003 0.239 10.391 10.453 10.512 10.595
y_rep[780] 10.283 0.003 0.215 10.284 10.339 10.397 10.473
y_rep[781] 10.002 0.003 0.220 10.005 10.059 10.117 10.194
y_rep[782] 10.140 0.003 0.210 10.139 10.195 10.255 10.343
y_rep[783] 9.919 0.003 0.210 9.917 9.975 10.034 10.118
y_rep[784] 9.901 0.003 0.207 9.900 9.958 10.016 10.097
y_rep[785] 9.656 0.003 0.245 9.658 9.715 9.773 9.854
y_rep[786] 9.618 0.003 0.206 9.620 9.677 9.734 9.811
y_rep[787] 9.558 0.003 0.222 9.557 9.614 9.672 9.753
y_rep[788] 10.009 0.003 0.239 10.008 10.066 10.127 10.209
y_rep[789] 10.482 0.003 0.216 10.480 10.539 10.599 10.682
y_rep[790] 10.302 0.003 0.243 10.301 10.359 10.417 10.497
y_rep[791] 10.042 0.003 0.246 10.045 10.102 10.157 10.237
y_rep[792] 10.101 0.003 0.222 10.100 10.161 10.217 10.302
y_rep[793] 10.021 0.003 0.205 10.020 10.079 10.141 10.223
y_rep[794] 10.590 0.003 0.237 10.587 10.644 10.702 10.779
y_rep[795] 10.461 0.003 0.226 10.463 10.521 10.583 10.667
y_rep[796] 10.168 0.003 0.223 10.172 10.232 10.288 10.372
y_rep[797] 10.043 0.003 0.207 10.041 10.098 10.154 10.241
y_rep[798] 10.339 0.003 0.212 10.337 10.396 10.459 10.537
y_rep[799] 10.448 0.003 0.212 10.450 10.509 10.568 10.644
y_rep[800] 10.341 0.003 0.222 10.341 10.398 10.456 10.533
y_rep[801] 10.362 0.003 0.209 10.363 10.417 10.478 10.559
y_rep[802] 9.883 0.003 0.238 9.885 9.943 9.999 10.080
y_rep[803] 9.944 0.003 0.230 9.939 9.998 10.059 10.144
y_rep[804] 10.365 0.003 0.214 10.365 10.422 10.483 10.560
y_rep[805] 10.207 0.003 0.213 10.207 10.265 10.324 10.407
y_rep[806] 10.252 0.003 0.237 10.250 10.310 10.368 10.443
y_rep[807] 10.323 0.003 0.218 10.322 10.378 10.434 10.512
y_rep[808] 10.254 0.003 0.222 10.253 10.312 10.369 10.452
y_rep[809] 10.217 0.003 0.219 10.218 10.272 10.331 10.412
y_rep[810] 10.589 0.004 0.284 10.590 10.646 10.701 10.783
y_rep[811] 10.014 0.003 0.222 10.012 10.070 10.132 10.217
y_rep[812] 9.549 0.003 0.243 9.549 9.608 9.666 9.741
y_rep[813] 9.825 0.003 0.212 9.822 9.879 9.935 10.021
y_rep[814] 10.149 0.003 0.197 10.151 10.208 10.263 10.345
y_rep[815] 9.864 0.003 0.221 9.867 9.921 9.982 10.067
y_rep[816] 10.119 0.003 0.214 10.122 10.178 10.236 10.317
y_rep[817] 9.665 0.003 0.215 9.662 9.721 9.784 9.864
y_rep[818] 9.605 0.003 0.253 9.604 9.660 9.717 9.799
y_rep[819] 9.639 0.003 0.213 9.638 9.697 9.757 9.838
y_rep[820] 9.459 0.003 0.223 9.463 9.519 9.579 9.654
y_rep[821] 9.414 0.003 0.225 9.414 9.473 9.534 9.616
y_rep[822] 9.669 0.003 0.210 9.669 9.726 9.782 9.861
y_rep[823] 9.613 0.003 0.220 9.618 9.674 9.735 9.814
y_rep[824] 9.465 0.003 0.212 9.468 9.525 9.585 9.671
y_rep[825] 9.254 0.003 0.247 9.255 9.311 9.368 9.456
y_rep[826] 9.729 0.003 0.220 9.734 9.788 9.847 9.926
y_rep[827] 9.779 0.003 0.212 9.782 9.839 9.898 9.979
y_rep[828] 9.522 0.004 0.280 9.521 9.577 9.637 9.715
y_rep[829] 9.491 0.003 0.224 9.493 9.548 9.602 9.679
y_rep[830] 9.671 0.003 0.215 9.672 9.727 9.785 9.865
y_rep[831] 9.651 0.003 0.221 9.652 9.708 9.768 9.844
y_rep[832] 9.886 0.003 0.227 9.887 9.945 10.002 10.086
y_rep[833] 9.856 0.003 0.229 9.853 9.909 9.966 10.047
y_rep[834] 10.002 0.003 0.216 10.001 10.059 10.118 10.202
y_rep[835] 10.100 0.003 0.214 10.102 10.159 10.217 10.294
y_rep[836] 10.118 0.003 0.262 10.119 10.179 10.238 10.322
y_rep[837] 10.180 0.003 0.226 10.177 10.234 10.291 10.374
y_rep[838] 10.059 0.003 0.205 10.059 10.117 10.175 10.250
y_rep[839] 9.842 0.003 0.235 9.842 9.902 9.957 10.048
y_rep[840] 9.825 0.003 0.234 9.826 9.882 9.941 10.029
y_rep[841] 10.117 0.003 0.213 10.117 10.173 10.233 10.312
y_rep[842] 11.551 0.003 0.218 11.547 11.604 11.664 11.741
y_rep[843] 11.208 0.004 0.291 11.208 11.266 11.325 11.410
y_rep[844] 11.427 0.003 0.212 11.428 11.487 11.541 11.620
y_rep[845] 11.340 0.003 0.244 11.340 11.394 11.456 11.535
y_rep[846] 11.568 0.004 0.270 11.568 11.627 11.685 11.766
y_rep[847] 11.934 0.003 0.220 11.933 11.991 12.054 12.132
y_rep[848] 11.936 0.003 0.257 11.932 11.989 12.051 12.131
y_rep[849] 11.742 0.003 0.211 11.739 11.798 11.858 11.941
y_rep[850] 11.913 0.003 0.218 11.913 11.973 12.030 12.108
y_rep[851] 11.992 0.003 0.219 11.993 12.052 12.111 12.194
y_rep[852] 12.125 0.003 0.226 12.124 12.181 12.237 12.319
y_rep[853] 11.999 0.003 0.209 12.002 12.057 12.115 12.198
y_rep[854] 12.103 0.003 0.206 12.102 12.163 12.222 12.297
y_rep[855] 12.009 0.003 0.231 12.010 12.067 12.125 12.204
y_rep[856] 12.045 0.003 0.216 12.046 12.104 12.164 12.247
y_rep[857] 12.031 0.003 0.263 12.031 12.088 12.145 12.228
y_rep[858] 12.515 0.003 0.205 12.515 12.569 12.630 12.709
y_rep[859] 11.992 0.004 0.277 11.994 12.049 12.106 12.194
y_rep[860] 12.044 0.003 0.250 12.047 12.101 12.161 12.237
y_rep[861] 12.008 0.003 0.213 12.011 12.066 12.124 12.206
y_rep[862] 12.270 0.004 0.331 12.270 12.330 12.383 12.462
y_rep[863] 12.288 0.003 0.244 12.290 12.350 12.406 12.484
y_rep[864] 12.190 0.003 0.235 12.191 12.250 12.308 12.387
y_rep[865] 11.608 0.003 0.227 11.609 11.667 11.726 11.801
y_rep[866] 11.887 0.003 0.210 11.882 11.943 12.005 12.084
y_rep[867] 12.162 0.003 0.243 12.161 12.217 12.279 12.357
y_rep[868] 12.094 0.003 0.214 12.095 12.152 12.207 12.283
y_rep[869] 11.740 0.003 0.204 11.741 11.800 11.857 11.933
y_rep[870] 11.807 0.003 0.227 11.805 11.863 11.923 12.002
y_rep[871] 12.583 0.003 0.225 12.586 12.641 12.700 12.778
y_rep[872] 12.603 0.003 0.204 12.605 12.660 12.720 12.800
y_rep[873] 12.566 0.003 0.252 12.567 12.628 12.687 12.767
y_rep[874] 12.728 0.003 0.220 12.726 12.785 12.844 12.929
y_rep[875] 12.490 0.003 0.250 12.491 12.549 12.604 12.686
y_rep[876] 12.454 0.003 0.196 12.453 12.511 12.570 12.650
y_rep[877] 12.347 0.003 0.216 12.345 12.403 12.461 12.545
y_rep[878] 12.389 0.003 0.245 12.388 12.444 12.501 12.587
y_rep[879] 12.355 0.003 0.235 12.357 12.414 12.474 12.561
y_rep[880] 12.154 0.003 0.236 12.157 12.216 12.274 12.359
y_rep[881] 11.876 0.003 0.236 11.876 11.935 11.991 12.072
y_rep[882] 12.003 0.003 0.209 12.005 12.060 12.119 12.197
y_rep[883] 11.840 0.003 0.230 11.838 11.897 11.960 12.043
y_rep[884] 11.872 0.003 0.215 11.871 11.930 11.988 12.070
y_rep[885] 11.812 0.003 0.215 11.809 11.868 11.932 12.019
y_rep[886] 11.904 0.003 0.245 11.899 11.956 12.015 12.099
y_rep[887] 11.762 0.003 0.212 11.761 11.817 11.877 11.959
y_rep[888] 12.009 0.003 0.203 12.006 12.066 12.123 12.204
y_rep[889] 11.732 0.003 0.213 11.731 11.791 11.849 11.928
y_rep[890] 11.442 0.003 0.249 11.442 11.498 11.559 11.643
y_rep[891] 11.507 0.003 0.227 11.503 11.561 11.621 11.708
y_rep[892] 11.284 0.003 0.211 11.285 11.339 11.398 11.475
y_rep[893] 11.004 0.003 0.230 11.002 11.058 11.122 11.206
y_rep[894] 10.414 0.003 0.236 10.414 10.471 10.529 10.605
y_rep[895] 10.097 0.003 0.252 10.103 10.161 10.220 10.305
y_rep[896] 9.896 0.004 0.285 9.891 9.950 10.011 10.092
y_rep[897] 9.932 0.003 0.247 9.931 9.987 10.045 10.127
y_rep[898] 9.639 0.003 0.238 9.636 9.695 9.754 9.834
y_rep[899] 9.780 0.003 0.200 9.784 9.841 9.897 9.976
y_rep[900] 9.747 0.003 0.209 9.746 9.805 9.862 9.943
y_rep[901] 9.653 0.003 0.212 9.651 9.706 9.765 9.848
y_rep[902] 9.723 0.003 0.223 9.724 9.779 9.838 9.916
y_rep[903] 9.857 0.003 0.243 9.857 9.915 9.973 10.058
y_rep[904] 9.835 0.004 0.268 9.831 9.886 9.946 10.027
y_rep[905] 9.709 0.003 0.224 9.711 9.767 9.826 9.907
y_rep[906] 9.987 0.003 0.240 9.986 10.044 10.103 10.181
y_rep[907] 9.617 0.003 0.209 9.618 9.674 9.731 9.809
y_rep[908] 9.579 0.003 0.216 9.577 9.635 9.695 9.771
y_rep[909] 9.335 0.003 0.225 9.337 9.392 9.451 9.534
y_rep[910] 9.348 0.003 0.226 9.346 9.401 9.459 9.537
y_rep[911] 9.319 0.003 0.208 9.317 9.376 9.435 9.518
y_rep[912] 9.770 0.003 0.211 9.768 9.826 9.886 9.971
y_rep[913] 9.543 0.003 0.224 9.542 9.599 9.657 9.740
y_rep[914] 9.254 0.003 0.247 9.253 9.310 9.373 9.457
y_rep[915] 9.699 0.003 0.222 9.699 9.757 9.816 9.895
y_rep[916] 9.558 0.004 0.262 9.558 9.617 9.675 9.758
y_rep[917] 9.499 0.003 0.218 9.503 9.559 9.616 9.696
y_rep[918] 9.376 0.003 0.208 9.375 9.432 9.492 9.573
y_rep[919] 9.377 0.003 0.254 9.377 9.433 9.491 9.571
y_rep[920] 9.035 0.003 0.215 9.035 9.094 9.152 9.232
y_rep[921] 9.188 0.003 0.204 9.188 9.244 9.302 9.376
y_rep[922] 8.987 0.003 0.228 8.985 9.043 9.101 9.185
y_rep[923] 9.013 0.003 0.219 9.013 9.068 9.126 9.210
y_rep[924] 9.289 0.003 0.204 9.285 9.342 9.401 9.488
y_rep[925] 9.271 0.003 0.229 9.271 9.329 9.387 9.464
y_rep[926] 9.223 0.003 0.221 9.230 9.287 9.344 9.417
y_rep[927] 9.263 0.003 0.211 9.265 9.322 9.382 9.465
y_rep[928] 9.552 0.004 0.342 9.555 9.614 9.670 9.746
y_rep[929] 9.293 0.003 0.225 9.294 9.349 9.410 9.498
y_rep[930] 9.848 0.003 0.198 9.852 9.907 9.963 10.044
y_rep[931] 9.898 0.003 0.219 9.896 9.954 10.016 10.098
y_rep[932] 9.758 0.003 0.225 9.761 9.818 9.879 9.960
y_rep[933] 9.566 0.003 0.213 9.569 9.628 9.684 9.758
y_rep[934] 9.423 0.003 0.256 9.420 9.476 9.537 9.617
y_rep[935] 9.418 0.003 0.224 9.418 9.477 9.534 9.617
y_rep[936] 9.734 0.003 0.213 9.730 9.790 9.849 9.935
y_rep[937] 9.887 0.003 0.206 9.888 9.947 10.004 10.082
y_rep[938] 9.548 0.003 0.243 9.544 9.604 9.667 9.748
y_rep[939] 9.535 0.004 0.313 9.540 9.600 9.656 9.734
y_rep[940] 9.388 0.003 0.217 9.390 9.446 9.503 9.583
y_rep[941] 9.361 0.014 1.112 9.378 9.432 9.490 9.570
y_rep[942] 9.356 0.003 0.234 9.356 9.413 9.472 9.553
y_rep[943] 9.541 0.003 0.231 9.541 9.595 9.655 9.733
y_rep[944] 9.194 0.003 0.217 9.195 9.255 9.313 9.398
y_rep[945] 9.198 0.003 0.224 9.198 9.253 9.313 9.395
y_rep[946] 9.203 0.003 0.199 9.203 9.261 9.320 9.398
y_rep[947] 8.821 0.004 0.283 8.821 8.877 8.940 9.019
y_rep[948] 8.776 0.003 0.208 8.776 8.834 8.892 8.973
y_rep[949] 8.461 0.003 0.231 8.454 8.510 8.564 8.650
y_rep[950] 8.269 0.003 0.260 8.269 8.331 8.391 8.473
y_rep[951] 8.138 0.003 0.209 8.138 8.191 8.251 8.339
y_rep[952] 8.480 0.003 0.241 8.478 8.536 8.594 8.674
y_rep[953] 8.169 0.003 0.202 8.169 8.224 8.280 8.361
y_rep[954] 8.445 0.003 0.239 8.443 8.501 8.562 8.644
y_rep[955] 8.489 0.003 0.226 8.492 8.550 8.608 8.692
y_rep[956] 8.440 0.003 0.210 8.439 8.496 8.557 8.641
y_rep[957] 8.382 0.003 0.223 8.385 8.441 8.497 8.576
y_rep[958] 8.366 0.003 0.258 8.363 8.422 8.479 8.562
y_rep[959] 8.215 0.003 0.234 8.213 8.270 8.329 8.410
y_rep[960] 8.559 0.003 0.211 8.560 8.618 8.677 8.753
y_rep[961] 8.997 0.003 0.205 8.995 9.052 9.111 9.190
y_rep[962] 8.685 0.003 0.221 8.685 8.742 8.801 8.884
y_rep[963] 8.737 0.003 0.207 8.736 8.793 8.854 8.936
y_rep[964] 8.613 0.003 0.209 8.614 8.673 8.730 8.810
y_rep[965] 9.139 0.003 0.223 9.141 9.199 9.258 9.338
y_rep[966] 9.179 0.003 0.218 9.177 9.231 9.289 9.374
y_rep[967] 9.303 0.003 0.215 9.306 9.364 9.419 9.500
y_rep[968] 9.298 0.003 0.229 9.297 9.356 9.415 9.494
y_rep[969] 9.359 0.003 0.220 9.356 9.416 9.478 9.564
y_rep[970] 9.520 0.003 0.251 9.516 9.571 9.630 9.710
y_rep[971] 9.986 0.003 0.215 9.986 10.045 10.103 10.185
y_rep[972] 10.047 0.003 0.221 10.046 10.103 10.163 10.241
y_rep[973] 10.381 0.003 0.214 10.382 10.437 10.495 10.573
y_rep[974] 10.455 0.003 0.226 10.457 10.517 10.576 10.655
y_rep[975] 10.517 0.003 0.209 10.515 10.573 10.635 10.714
y_rep[976] 10.462 0.003 0.211 10.464 10.520 10.580 10.656
y_rep[977] 10.437 0.003 0.210 10.437 10.493 10.557 10.628
y_rep[978] 10.388 0.003 0.236 10.392 10.448 10.506 10.586
y_rep[979] 11.044 0.003 0.234 11.044 11.104 11.162 11.247
y_rep[980] 11.048 0.003 0.213 11.043 11.103 11.162 11.238
y_rep[981] 11.075 0.003 0.211 11.078 11.131 11.190 11.269
y_rep[982] 11.384 0.004 0.347 11.379 11.433 11.493 11.583
y_rep[983] 11.537 0.003 0.257 11.539 11.595 11.654 11.733
y_rep[984] 11.507 0.003 0.233 11.503 11.561 11.618 11.705
y_rep[985] 11.763 0.003 0.215 11.766 11.819 11.879 11.955
y_rep[986] 11.703 0.003 0.214 11.703 11.764 11.821 11.902
y_rep[987] 11.667 0.003 0.243 11.667 11.722 11.778 11.858
y_rep[988] 11.625 0.004 0.307 11.631 11.690 11.743 11.826
y_rep[989] 12.163 0.003 0.202 12.162 12.222 12.278 12.359
y_rep[990] 12.803 0.003 0.208 12.805 12.859 12.918 13.000
y_rep[991] 12.835 0.003 0.243 12.835 12.895 12.956 13.041
y_rep[992] 12.723 0.003 0.228 12.722 12.780 12.836 12.919
y_rep[993] 12.614 0.003 0.237 12.614 12.672 12.728 12.807
y_rep[994] 12.653 0.003 0.197 12.651 12.705 12.763 12.843
y_rep[995] 12.595 0.003 0.233 12.594 12.650 12.710 12.788
y_rep[996] 12.358 0.003 0.210 12.360 12.415 12.472 12.550
y_rep[997] 12.419 0.003 0.209 12.422 12.476 12.533 12.617
y_rep[998] 12.144 0.003 0.217 12.145 12.202 12.259 12.337
y_rep[999] 12.105 0.003 0.223 12.104 12.159 12.223 12.307
y_rep[1000] 12.275 0.003 0.224 12.276 12.333 12.391 12.470
y_rep[1001] 12.251 0.003 0.204 12.251 12.308 12.370 12.452
y_rep[1002] 11.827 0.003 0.256 11.830 11.887 11.945 12.020
y_rep[1003] 12.248 0.003 0.222 12.246 12.305 12.365 12.442
y_rep[1004] 12.022 0.003 0.225 12.022 12.076 12.136 12.214
y_rep[1005] 11.730 0.003 0.261 11.733 11.790 11.849 11.923
y_rep[1006] 11.723 0.004 0.278 11.729 11.783 11.846 11.924
y_rep[1007] 11.927 0.003 0.236 11.924 11.984 12.039 12.123
y_rep[1008] 11.610 0.003 0.219 11.613 11.670 11.730 11.809
y_rep[1009] 11.567 0.003 0.221 11.567 11.624 11.681 11.761
y_rep[1010] 11.462 0.003 0.219 11.464 11.523 11.579 11.662
y_rep[1011] 11.289 0.003 0.215 11.292 11.347 11.402 11.483
y_rep[1012] 10.552 0.003 0.210 10.549 10.610 10.668 10.749
y_rep[1013] 10.383 0.003 0.231 10.387 10.443 10.500 10.581
y_rep[1014] 10.423 0.003 0.216 10.425 10.481 10.542 10.622
y_rep[1015] 10.347 0.003 0.244 10.348 10.406 10.466 10.548
y_rep[1016] 10.268 0.003 0.218 10.268 10.322 10.383 10.463
y_rep[1017] 10.203 0.003 0.214 10.203 10.261 10.315 10.401
y_rep[1018] 10.274 0.003 0.202 10.274 10.331 10.390 10.468
y_rep[1019] 10.536 0.004 0.306 10.534 10.593 10.651 10.725
y_rep[1020] 10.785 0.003 0.207 10.788 10.844 10.903 10.986
y_rep[1021] 11.093 0.003 0.230 11.095 11.151 11.212 11.292
y_rep[1022] 11.080 0.003 0.229 11.076 11.135 11.200 11.279
y_rep[1023] 10.722 0.003 0.219 10.724 10.782 10.840 10.920
y_rep[1024] 10.798 0.003 0.199 10.797 10.855 10.915 11.000
y_rep[1025] 11.301 0.003 0.226 11.302 11.360 11.420 11.493
y_rep[1026] 10.706 0.003 0.230 10.702 10.761 10.820 10.899
y_rep[1027] 10.701 0.003 0.214 10.700 10.755 10.815 10.898
y_rep[1028] 10.525 0.003 0.244 10.523 10.581 10.641 10.724
y_rep[1029] 10.677 0.003 0.241 10.673 10.730 10.791 10.873
y_rep[1030] 10.575 0.003 0.229 10.573 10.635 10.691 10.770
y_rep[1031] 10.483 0.003 0.204 10.482 10.537 10.596 10.682
y_rep[1032] 10.577 0.003 0.231 10.573 10.634 10.694 10.780
y_rep[1033] 10.701 0.003 0.219 10.699 10.755 10.813 10.899
y_rep[1034] 10.771 0.003 0.243 10.771 10.827 10.885 10.968
y_rep[1035] 10.720 0.003 0.221 10.717 10.775 10.833 10.917
y_rep[1036] 10.649 0.003 0.233 10.652 10.707 10.767 10.848
y_rep[1037] 10.861 0.003 0.212 10.859 10.914 10.975 11.058
y_rep[1038] 11.287 0.003 0.213 11.289 11.346 11.406 11.488
y_rep[1039] 11.462 0.003 0.258 11.466 11.524 11.584 11.675
y_rep[1040] 11.457 0.003 0.258 11.454 11.514 11.572 11.657
y_rep[1041] 11.323 0.003 0.220 11.321 11.378 11.438 11.517
y_rep[1042] 10.927 0.003 0.214 10.930 10.985 11.043 11.121
y_rep[1043] 10.882 0.003 0.230 10.886 10.942 10.998 11.073
y_rep[1044] 10.734 0.003 0.220 10.738 10.797 10.856 10.930
y_rep[1045] 10.969 0.003 0.212 10.968 11.028 11.090 11.167
y_rep[1046] 10.808 0.003 0.227 10.808 10.867 10.926 11.008
y_rep[1047] 10.691 0.003 0.209 10.691 10.749 10.807 10.882
y_rep[1048] 10.680 0.003 0.222 10.676 10.732 10.792 10.877
y_rep[1049] 10.591 0.003 0.228 10.590 10.645 10.707 10.789
y_rep[1050] 10.582 0.003 0.236 10.582 10.642 10.699 10.780
y_rep[1051] 10.810 0.004 0.285 10.805 10.864 10.925 11.005
y_rep[1052] 10.578 0.003 0.204 10.575 10.631 10.691 10.774
y_rep[1053] 10.221 0.004 0.331 10.223 10.284 10.341 10.423
y_rep[1054] 10.164 0.003 0.208 10.162 10.215 10.274 10.355
y_rep[1055] 10.133 0.003 0.229 10.129 10.187 10.247 10.329
y_rep[1056] 9.867 0.003 0.241 9.867 9.928 9.984 10.063
y_rep[1057] 10.067 0.003 0.222 10.072 10.126 10.187 10.264
y_rep[1058] 10.050 0.003 0.232 10.050 10.108 10.167 10.250
y_rep[1059] 9.728 0.003 0.247 9.731 9.787 9.844 9.923
y_rep[1060] 9.404 0.003 0.225 9.405 9.464 9.520 9.599
y_rep[1061] 8.770 0.003 0.220 8.772 8.826 8.887 8.964
y_rep[1062] 8.619 0.003 0.212 8.618 8.677 8.737 8.823
y_rep[1063] 8.894 0.003 0.202 8.896 8.952 9.007 9.086
y_rep[1064] 9.214 0.003 0.224 9.215 9.272 9.332 9.412
y_rep[1065] 9.185 0.003 0.215 9.184 9.243 9.304 9.385
y_rep[1066] 8.734 0.003 0.233 8.732 8.789 8.846 8.928
y_rep[1067] 8.709 0.003 0.225 8.708 8.765 8.829 8.904
y_rep[1068] 9.453 0.003 0.235 9.455 9.512 9.569 9.647
y_rep[1069] 9.437 0.004 0.273 9.441 9.496 9.555 9.641
y_rep[1070] 9.532 0.003 0.213 9.530 9.585 9.648 9.730
y_rep[1071] 9.414 0.003 0.210 9.419 9.474 9.532 9.615
y_rep[1072] 8.964 0.003 0.214 8.966 9.026 9.083 9.166
y_rep[1073] 8.778 0.003 0.214 8.780 8.837 8.900 8.978
y_rep[1074] 8.966 0.003 0.240 8.966 9.023 9.085 9.165
y_rep[1075] 9.087 0.003 0.208 9.086 9.143 9.200 9.287
y_rep[1076] 9.468 0.003 0.223 9.469 9.526 9.583 9.669
y_rep[1077] 9.328 0.003 0.201 9.327 9.384 9.444 9.525
y_rep[1078] 9.060 0.003 0.221 9.061 9.117 9.176 9.266
y_rep[1079] 8.976 0.003 0.211 8.978 9.036 9.094 9.175
y_rep[1080] 8.641 0.003 0.234 8.639 8.696 8.756 8.840
y_rep[1081] 8.878 0.003 0.220 8.876 8.935 8.996 9.079
y_rep[1082] 8.874 0.003 0.227 8.873 8.931 8.989 9.070
y_rep[1083] 9.103 0.003 0.231 9.107 9.164 9.223 9.305
y_rep[1084] 9.108 0.003 0.225 9.112 9.169 9.232 9.310
y_rep[1085] 8.918 0.005 0.389 8.927 8.985 9.041 9.124
y_rep[1086] 8.852 0.003 0.211 8.848 8.905 8.966 9.045
y_rep[1087] 8.677 0.003 0.206 8.680 8.735 8.793 8.870
y_rep[1088] 8.566 0.003 0.227 8.563 8.621 8.679 8.766
y_rep[1089] 8.683 0.003 0.219 8.681 8.738 8.800 8.877
y_rep[1090] 8.472 0.003 0.207 8.472 8.529 8.590 8.671
y_rep[1091] 8.055 0.003 0.204 8.056 8.112 8.172 8.253
y_rep[1092] 7.779 0.003 0.224 7.775 7.832 7.892 7.975
y_rep[1093] 7.854 0.003 0.248 7.854 7.910 7.966 8.047
y_rep[1094] 7.787 0.003 0.235 7.787 7.846 7.904 7.983
y_rep[1095] 8.857 0.003 0.250 8.854 8.914 8.973 9.053
y_rep[1096] 8.998 0.003 0.235 8.996 9.058 9.118 9.199
y_rep[1097] 9.035 0.003 0.224 9.036 9.096 9.157 9.237
y_rep[1098] 8.895 0.003 0.261 8.900 8.958 9.019 9.098
y_rep[1099] 8.881 0.003 0.211 8.878 8.935 8.995 9.078
y_rep[1100] 8.764 0.003 0.238 8.763 8.822 8.879 8.962
y_rep[1101] 8.811 0.003 0.206 8.812 8.867 8.924 9.006
y_rep[1102] 8.761 0.003 0.217 8.759 8.820 8.877 8.959
y_rep[1103] 8.555 0.003 0.235 8.556 8.614 8.675 8.757
y_rep[1104] 8.567 0.003 0.230 8.568 8.623 8.683 8.759
y_rep[1105] 8.590 0.003 0.208 8.590 8.648 8.704 8.783
y_rep[1106] 8.409 0.003 0.208 8.408 8.464 8.524 8.598
y_rep[1107] 8.563 0.003 0.215 8.562 8.618 8.676 8.761
y_rep[1108] 8.395 0.003 0.238 8.393 8.449 8.508 8.592
y_rep[1109] 8.624 0.003 0.229 8.620 8.679 8.740 8.822
y_rep[1110] 9.002 0.003 0.235 9.003 9.060 9.120 9.203
y_rep[1111] 8.992 0.003 0.219 8.990 9.049 9.109 9.191
y_rep[1112] 8.768 0.003 0.214 8.771 8.829 8.887 8.965
y_rep[1113] 8.908 0.003 0.248 8.910 8.966 9.020 9.099
y_rep[1114] 8.816 0.003 0.216 8.822 8.879 8.936 9.017
y_rep[1115] 8.700 0.003 0.231 8.700 8.759 8.818 8.902
y_rep[1116] 8.907 0.003 0.228 8.911 8.967 9.023 9.100
y_rep[1117] 9.355 0.003 0.232 9.356 9.413 9.473 9.552
y_rep[1118] 8.563 0.003 0.239 8.558 8.615 8.681 8.761
y_rep[1119] 8.649 0.005 0.351 8.650 8.709 8.765 8.845
y_rep[1120] 8.438 0.003 0.229 8.440 8.496 8.553 8.630
y_rep[1121] 8.291 0.003 0.218 8.291 8.349 8.410 8.491
y_rep[1122] 8.682 0.003 0.218 8.681 8.737 8.796 8.878
y_rep[1123] 8.653 0.003 0.224 8.652 8.710 8.770 8.849
y_rep[1124] 8.530 0.003 0.230 8.531 8.589 8.645 8.729
y_rep[1125] 9.305 0.003 0.213 9.311 9.367 9.423 9.499
y_rep[1126] 9.286 0.003 0.222 9.285 9.344 9.403 9.487
y_rep[1127] 9.405 0.003 0.224 9.407 9.463 9.523 9.600
y_rep[1128] 9.351 0.003 0.220 9.355 9.408 9.467 9.549
y_rep[1129] 9.478 0.003 0.238 9.477 9.534 9.594 9.674
y_rep[1130] 9.487 0.003 0.212 9.487 9.544 9.599 9.688
y_rep[1131] 9.578 0.003 0.261 9.580 9.638 9.694 9.776
y_rep[1132] 9.412 0.003 0.207 9.410 9.468 9.528 9.608
y_rep[1133] 9.034 0.003 0.230 9.037 9.093 9.153 9.232
y_rep[1134] 9.090 0.004 0.288 9.086 9.142 9.202 9.286
y_rep[1135] 9.445 0.003 0.222 9.446 9.501 9.564 9.639
y_rep[1136] 9.485 0.003 0.253 9.486 9.543 9.601 9.685
y_rep[1137] 9.591 0.003 0.216 9.590 9.646 9.705 9.789
y_rep[1138] 9.536 0.003 0.228 9.538 9.596 9.655 9.736
y_rep[1139] 9.504 0.003 0.223 9.502 9.559 9.619 9.702
y_rep[1140] 9.366 0.003 0.229 9.363 9.420 9.479 9.564
y_rep[1141] 9.308 0.003 0.230 9.307 9.366 9.427 9.504
y_rep[1142] 9.202 0.003 0.215 9.204 9.262 9.317 9.400
y_rep[1143] 9.248 0.003 0.208 9.247 9.306 9.363 9.437
y_rep[1144] 9.288 0.003 0.220 9.288 9.344 9.400 9.487
y_rep[1145] 9.969 0.003 0.264 9.962 10.019 10.080 10.161
y_rep[1146] 9.879 0.003 0.205 9.878 9.936 9.996 10.074
y_rep[1147] 10.417 0.003 0.229 10.419 10.476 10.536 10.616
y_rep[1148] 10.010 0.003 0.218 10.010 10.070 10.126 10.203
y_rep[1149] 10.639 0.003 0.207 10.644 10.700 10.759 10.835
y_rep[1150] 10.403 0.003 0.235 10.401 10.459 10.519 10.604
y_rep[1151] 10.383 0.003 0.227 10.381 10.440 10.504 10.583
y_rep[1152] 10.319 0.003 0.235 10.318 10.375 10.436 10.514
y_rep[1153] 10.225 0.003 0.228 10.227 10.281 10.338 10.421
y_rep[1154] 10.508 0.003 0.207 10.509 10.565 10.625 10.708
y_rep[1155] 11.993 0.003 0.225 11.992 12.050 12.106 12.189
y_rep[1156] 11.223 0.003 0.216 11.222 11.282 11.336 11.408
y_rep[1157] 11.047 0.003 0.230 11.044 11.101 11.161 11.243
y_rep[1158] 11.166 0.003 0.206 11.168 11.226 11.282 11.357
y_rep[1159] 11.048 0.004 0.334 11.047 11.106 11.166 11.243
y_rep[1160] 10.982 0.003 0.209 10.981 11.041 11.101 11.178
y_rep[1161] 11.129 0.003 0.224 11.125 11.185 11.247 11.329
y_rep[1162] 10.969 0.003 0.207 10.968 11.026 11.080 11.162
y_rep[1163] 10.911 0.003 0.226 10.912 10.969 11.027 11.111
y_rep[1164] 10.988 0.003 0.215 10.991 11.045 11.102 11.185
y_rep[1165] 11.048 0.003 0.214 11.050 11.107 11.165 11.247
y_rep[1166] 11.044 0.003 0.228 11.043 11.103 11.161 11.245
y_rep[1167] 11.200 0.003 0.212 11.204 11.262 11.321 11.397
y_rep[1168] 10.853 0.003 0.207 10.854 10.910 10.965 11.049
y_rep[1169] 10.672 0.003 0.220 10.675 10.732 10.792 10.868
y_rep[1170] 10.565 0.003 0.211 10.562 10.621 10.679 10.760
y_rep[1171] 10.370 0.003 0.212 10.368 10.426 10.487 10.566
y_rep[1172] 9.943 0.003 0.226 9.944 10.002 10.059 10.146
y_rep[1173] 10.259 0.003 0.213 10.262 10.319 10.374 10.454
y_rep[1174] 10.151 0.003 0.202 10.151 10.208 10.267 10.343
y_rep[1175] 10.124 0.003 0.223 10.125 10.180 10.238 10.318
y_rep[1176] 10.191 0.003 0.226 10.191 10.250 10.307 10.388
y_rep[1177] 9.992 0.004 0.317 9.991 10.052 10.109 10.187
y_rep[1178] 9.471 0.003 0.221 9.467 9.524 9.583 9.665
y_rep[1179] 9.627 0.003 0.219 9.627 9.685 9.744 9.829
y_rep[1180] 9.714 0.003 0.251 9.714 9.771 9.829 9.910
y_rep[1181] 9.632 0.004 0.269 9.633 9.690 9.749 9.833
y_rep[1182] 9.572 0.003 0.211 9.569 9.627 9.682 9.760
y_rep[1183] 9.493 0.003 0.210 9.493 9.551 9.611 9.694
y_rep[1184] 9.977 0.003 0.232 9.974 10.033 10.096 10.181
y_rep[1185] 10.060 0.003 0.220 10.057 10.114 10.173 10.253
y_rep[1186] 9.934 0.003 0.228 9.932 9.990 10.048 10.130
y_rep[1187] 9.712 0.003 0.222 9.712 9.767 9.827 9.908
y_rep[1188] 10.209 0.003 0.217 10.211 10.267 10.326 10.409
y_rep[1189] 10.291 0.003 0.221 10.291 10.350 10.408 10.490
y_rep[1190] 10.060 0.003 0.210 10.065 10.121 10.177 10.256
y_rep[1191] 10.194 0.003 0.233 10.196 10.253 10.312 10.389
y_rep[1192] 10.027 0.003 0.220 10.027 10.084 10.144 10.226
y_rep[1193] 10.304 0.003 0.223 10.303 10.360 10.419 10.502
y_rep[1194] 10.442 0.003 0.212 10.444 10.503 10.558 10.636
y_rep[1195] 10.222 0.003 0.211 10.221 10.276 10.336 10.424
y_rep[1196] 11.376 0.003 0.210 11.376 11.433 11.495 11.579
y_rep[1197] 11.513 0.003 0.235 11.514 11.571 11.633 11.716
y_rep[1198] 11.307 0.003 0.220 11.308 11.365 11.424 11.501
y_rep[1199] 11.385 0.003 0.212 11.385 11.442 11.499 11.578
y_rep[1200] 11.486 0.003 0.213 11.486 11.543 11.601 11.682
y_rep[1201] 11.287 0.003 0.220 11.286 11.341 11.403 11.488
y_rep[1202] 11.100 0.003 0.211 11.103 11.161 11.221 11.297
y_rep[1203] 11.217 0.003 0.202 11.221 11.277 11.332 11.406
y_rep[1204] 11.027 0.003 0.228 11.026 11.083 11.143 11.221
y_rep[1205] 11.003 0.003 0.259 11.005 11.062 11.119 11.198
y_rep[1206] 11.052 0.003 0.227 11.053 11.108 11.168 11.252
y_rep[1207] 10.912 0.003 0.227 10.910 10.965 11.027 11.110
y_rep[1208] 10.857 0.003 0.212 10.861 10.917 10.976 11.054
y_rep[1209] 11.007 0.003 0.215 11.010 11.065 11.123 11.201
y_rep[1210] 10.950 0.003 0.206 10.951 11.009 11.065 11.146
y_rep[1211] 10.540 0.003 0.219 10.541 10.599 10.655 10.736
y_rep[1212] 10.644 0.003 0.214 10.642 10.698 10.760 10.845
y_rep[1213] 10.592 0.003 0.224 10.591 10.648 10.708 10.789
y_rep[1214] 10.586 0.003 0.218 10.581 10.642 10.702 10.789
y_rep[1215] 11.093 0.003 0.238 11.091 11.151 11.208 11.296
y_rep[1216] 11.065 0.003 0.203 11.067 11.125 11.182 11.254
y_rep[1217] 10.735 0.003 0.215 10.738 10.792 10.854 10.940
y_rep[1218] 10.695 0.003 0.222 10.697 10.755 10.816 10.895
y_rep[1219] 9.836 0.003 0.207 9.835 9.892 9.950 10.036
y_rep[1220] 9.530 0.003 0.218 9.531 9.589 9.646 9.722
y_rep[1221] 10.020 0.003 0.211 10.020 10.075 10.133 10.208
y_rep[1222] 10.431 0.003 0.212 10.432 10.490 10.546 10.624
y_rep[1223] 9.821 0.003 0.246 9.822 9.877 9.939 10.018
y_rep[1224] 10.020 0.003 0.214 10.018 10.077 10.141 10.226
y_rep[1225] 9.843 0.003 0.204 9.842 9.899 9.962 10.049
y_rep[1226] 9.915 0.003 0.213 9.916 9.974 10.034 10.116
y_rep[1227] 10.247 0.003 0.231 10.244 10.305 10.364 10.448
y_rep[1228] 10.265 0.003 0.212 10.270 10.324 10.381 10.459
y_rep[1229] 10.055 0.003 0.216 10.057 10.115 10.176 10.256
y_rep[1230] 9.939 0.003 0.213 9.937 9.993 10.051 10.138
y_rep[1231] 9.740 0.003 0.209 9.738 9.793 9.854 9.940
y_rep[1232] 9.700 0.003 0.225 9.699 9.757 9.813 9.891
y_rep[1233] 9.566 0.003 0.207 9.567 9.623 9.678 9.759
y_rep[1234] 9.537 0.003 0.246 9.533 9.590 9.650 9.741
y_rep[1235] 9.438 0.003 0.210 9.437 9.495 9.557 9.635
y_rep[1236] 9.247 0.007 0.542 9.244 9.303 9.366 9.449
y_rep[1237] 9.357 0.003 0.210 9.357 9.413 9.474 9.553
y_rep[1238] 9.072 0.003 0.216 9.076 9.131 9.191 9.271
y_rep[1239] 9.299 0.003 0.247 9.298 9.358 9.417 9.493
y_rep[1240] 9.093 0.003 0.214 9.093 9.151 9.208 9.292
y_rep[1241] 9.057 0.003 0.222 9.059 9.115 9.173 9.252
y_rep[1242] 9.241 0.003 0.246 9.241 9.298 9.357 9.449
y_rep[1243] 9.283 0.003 0.259 9.279 9.338 9.393 9.477
y_rep[1244] 8.997 0.003 0.215 8.995 9.053 9.110 9.189
y_rep[1245] 8.863 0.003 0.219 8.865 8.920 8.980 9.065
y_rep[1246] 9.071 0.003 0.209 9.075 9.132 9.188 9.266
y_rep[1247] 8.971 0.003 0.211 8.971 9.028 9.084 9.165
y_rep[1248] 8.750 0.003 0.213 8.752 8.809 8.866 8.945
y_rep[1249] 8.681 0.003 0.217 8.680 8.739 8.797 8.882
y_rep[1250] 8.446 0.003 0.224 8.445 8.499 8.556 8.642
y_rep[1251] 8.279 0.003 0.208 8.277 8.335 8.393 8.477
y_rep[1252] 8.296 0.003 0.222 8.291 8.350 8.409 8.494
y_rep[1253] 8.227 0.003 0.215 8.224 8.286 8.345 8.422
y_rep[1254] 8.414 0.003 0.230 8.414 8.470 8.531 8.620
y_rep[1255] 8.250 0.003 0.212 8.247 8.306 8.368 8.452
y_rep[1256] 8.291 0.003 0.229 8.294 8.352 8.410 8.489
y_rep[1257] 9.389 0.003 0.203 9.391 9.445 9.503 9.584
y_rep[1258] 9.569 0.004 0.269 9.567 9.624 9.684 9.769
y_rep[1259] 9.368 0.003 0.220 9.371 9.428 9.490 9.574
y_rep[1260] 9.465 0.003 0.209 9.463 9.520 9.583 9.664
y_rep[1261] 9.210 0.003 0.228 9.213 9.269 9.331 9.409
y_rep[1262] 8.790 0.003 0.210 8.787 8.845 8.905 8.987
y_rep[1263] 9.056 0.003 0.222 9.054 9.111 9.170 9.253
y_rep[1264] 9.334 0.003 0.217 9.338 9.396 9.450 9.532
y_rep[1265] 9.036 0.003 0.221 9.039 9.095 9.156 9.228
y_rep[1266] 8.847 0.003 0.257 8.849 8.904 8.962 9.048
y_rep[1267] 8.946 0.003 0.203 8.944 9.002 9.060 9.142
y_rep[1268] 8.856 0.003 0.235 8.852 8.913 8.970 9.055
y_rep[1269] 8.860 0.003 0.215 8.859 8.917 8.977 9.061
y_rep[1270] 9.079 0.003 0.219 9.081 9.136 9.195 9.277
y_rep[1271] 9.127 0.003 0.213 9.129 9.188 9.243 9.323
y_rep[1272] 9.159 0.003 0.202 9.160 9.219 9.276 9.354
y_rep[1273] 9.254 0.004 0.269 9.253 9.311 9.373 9.458
y_rep[1274] 9.396 0.003 0.215 9.390 9.449 9.511 9.592
y_rep[1275] 9.342 0.003 0.216 9.339 9.397 9.457 9.539
y_rep[1276] 9.377 0.003 0.219 9.378 9.432 9.490 9.570
y_rep[1277] 9.270 0.003 0.213 9.271 9.325 9.386 9.470
y_rep[1278] 9.223 0.003 0.220 9.221 9.276 9.335 9.415
y_rep[1279] 9.106 0.003 0.246 9.104 9.161 9.220 9.301
y_rep[1280] 8.669 0.003 0.219 8.668 8.725 8.782 8.860
y_rep[1281] 8.532 0.003 0.211 8.530 8.588 8.647 8.728
y_rep[1282] 8.866 0.003 0.250 8.867 8.925 8.984 9.062
y_rep[1283] 8.582 0.005 0.350 8.585 8.641 8.698 8.784
y_rep[1284] 8.442 0.003 0.255 8.443 8.502 8.557 8.637
y_rep[1285] 8.587 0.003 0.209 8.586 8.641 8.696 8.773
y_rep[1286] 8.219 0.003 0.224 8.219 8.277 8.339 8.425
y_rep[1287] 8.019 0.004 0.267 8.018 8.075 8.132 8.214
y_rep[1288] 9.178 0.004 0.312 9.179 9.237 9.295 9.378
y_rep[1289] 8.963 0.004 0.277 8.956 9.014 9.074 9.161
y_rep[1290] 8.921 0.003 0.227 8.922 8.978 9.038 9.120
y_rep[1291] 8.992 0.003 0.221 8.990 9.048 9.108 9.188
y_rep[1292] 8.831 0.003 0.226 8.831 8.890 8.947 9.025
y_rep[1293] 8.507 0.003 0.240 8.505 8.565 8.623 8.705
y_rep[1294] 8.447 0.005 0.402 8.447 8.506 8.566 8.645
y_rep[1295] 8.340 0.003 0.226 8.339 8.398 8.459 8.534
y_rep[1296] 8.171 0.003 0.217 8.171 8.229 8.286 8.369
y_rep[1297] 8.103 0.003 0.231 8.103 8.160 8.221 8.305
y_rep[1298] 8.088 0.003 0.223 8.092 8.149 8.205 8.287
y_rep[1299] 7.787 0.003 0.207 7.788 7.844 7.905 7.985
y_rep[1300] 7.989 0.003 0.215 7.988 8.044 8.101 8.179
y_rep[1301] 7.706 0.003 0.232 7.702 7.758 7.817 7.898
y_rep[1302] 7.877 0.003 0.214 7.876 7.934 7.993 8.073
y_rep[1303] 7.900 0.003 0.221 7.900 7.959 8.016 8.099
y_rep[1304] 7.926 0.003 0.217 7.927 7.984 8.044 8.120
y_rep[1305] 7.935 0.003 0.218 7.934 7.991 8.050 8.134
y_rep[1306] 8.268 0.003 0.219 8.265 8.321 8.384 8.467
y_rep[1307] 8.073 0.003 0.231 8.072 8.130 8.192 8.268
y_rep[1308] 8.000 0.003 0.228 8.001 8.062 8.121 8.196
y_rep[1309] 8.038 0.003 0.248 8.036 8.094 8.154 8.230
y_rep[1310] 8.306 0.004 0.331 8.309 8.368 8.424 8.499
y_rep[1311] 7.814 0.003 0.208 7.815 7.873 7.930 8.012
y_rep[1312] 8.392 0.003 0.232 8.390 8.448 8.505 8.585
y_rep[1313] 8.285 0.003 0.238 8.282 8.339 8.399 8.479
y_rep[1314] 8.392 0.003 0.225 8.391 8.445 8.504 8.583
y_rep[1315] 8.315 0.003 0.198 8.313 8.368 8.426 8.505
y_rep[1316] 8.224 0.003 0.211 8.225 8.283 8.344 8.425
y_rep[1317] 8.427 0.003 0.228 8.426 8.483 8.544 8.624
y_rep[1318] 8.421 0.003 0.226 8.423 8.477 8.535 8.614
y_rep[1319] 9.484 0.003 0.198 9.482 9.542 9.601 9.676
y_rep[1320] 9.698 0.003 0.228 9.692 9.751 9.815 9.898
y_rep[1321] 9.538 0.003 0.234 9.541 9.596 9.652 9.734
y_rep[1322] 9.632 0.003 0.210 9.635 9.692 9.749 9.831
y_rep[1323] 9.526 0.003 0.234 9.529 9.585 9.639 9.721
y_rep[1324] 9.597 0.003 0.226 9.591 9.651 9.710 9.794
y_rep[1325] 10.051 0.003 0.218 10.051 10.110 10.170 10.250
y_rep[1326] 9.754 0.003 0.231 9.752 9.810 9.871 9.961
y_rep[1327] 9.643 0.003 0.214 9.646 9.701 9.758 9.837
y_rep[1328] 9.624 0.003 0.237 9.622 9.679 9.740 9.819
y_rep[1329] 9.501 0.003 0.249 9.504 9.561 9.616 9.696
y_rep[1330] 9.703 0.004 0.299 9.701 9.757 9.811 9.891
y_rep[1331] 10.029 0.003 0.229 10.030 10.088 10.147 10.231
y_rep[1332] 9.818 0.003 0.210 9.819 9.876 9.934 10.010
y_rep[1333] 9.658 0.003 0.210 9.656 9.712 9.770 9.857
y_rep[1334] 9.603 0.003 0.255 9.600 9.657 9.717 9.796
y_rep[1335] 9.452 0.003 0.225 9.449 9.510 9.570 9.651
y_rep[1336] 9.849 0.003 0.234 9.847 9.903 9.960 10.044
y_rep[1337] 9.921 0.003 0.229 9.918 9.975 10.032 10.114
y_rep[1338] 9.634 0.003 0.230 9.631 9.689 9.750 9.835
y_rep[1339] 9.629 0.003 0.242 9.628 9.683 9.740 9.824
y_rep[1340] 9.686 0.003 0.229 9.688 9.747 9.806 9.886
y_rep[1341] 9.740 0.003 0.255 9.735 9.793 9.853 9.940
y_rep[1342] 9.913 0.003 0.201 9.909 9.969 10.028 10.117
y_rep[1343] 9.890 0.003 0.223 9.890 9.948 10.008 10.088
y_rep[1344] 9.935 0.003 0.229 9.939 9.995 10.057 10.140
y_rep[1345] 9.762 0.004 0.278 9.759 9.816 9.874 9.953
y_rep[1346] 9.796 0.003 0.212 9.796 9.854 9.913 10.001
y_rep[1347] 9.661 0.003 0.224 9.663 9.719 9.775 9.857
y_rep[1348] 9.615 0.003 0.230 9.617 9.674 9.730 9.810
y_rep[1349] 9.510 0.003 0.238 9.507 9.565 9.622 9.705
y_rep[1350] 9.689 0.003 0.225 9.692 9.748 9.807 9.880
y_rep[1351] 9.753 0.003 0.221 9.756 9.815 9.873 9.952
y_rep[1352] 9.709 0.004 0.272 9.709 9.766 9.823 9.904
y_rep[1353] 9.975 0.003 0.238 9.975 10.032 10.090 10.169
y_rep[1354] 9.862 0.003 0.232 9.867 9.918 9.980 10.055
y_rep[1355] 9.723 0.003 0.214 9.723 9.779 9.840 9.918
y_rep[1356] 9.761 0.003 0.210 9.759 9.814 9.876 9.962
y_rep[1357] 9.907 0.003 0.227 9.902 9.960 10.018 10.098
y_rep[1358] 9.826 0.003 0.213 9.828 9.885 9.943 10.025
y_rep[1359] 9.372 0.003 0.220 9.373 9.431 9.488 9.568
y_rep[1360] 9.231 0.003 0.211 9.230 9.287 9.346 9.424
y_rep[1361] 8.765 0.003 0.203 8.769 8.824 8.881 8.962
y_rep[1362] 8.684 0.003 0.199 8.687 8.743 8.793 8.874
y_rep[1363] 8.727 0.003 0.236 8.725 8.782 8.841 8.925
y_rep[1364] 8.489 0.003 0.247 8.493 8.552 8.607 8.690
y_rep[1365] 8.538 0.003 0.234 8.540 8.595 8.650 8.727
y_rep[1366] 8.065 0.003 0.218 8.061 8.120 8.178 8.260
y_rep[1367] 8.169 0.003 0.210 8.167 8.225 8.282 8.369
y_rep[1368] 7.892 0.003 0.207 7.887 7.944 8.007 8.087
y_rep[1369] 7.923 0.003 0.227 7.923 7.978 8.041 8.128
y_rep[1370] 7.724 0.003 0.212 7.725 7.781 7.839 7.920
y_rep[1371] 7.540 0.003 0.221 7.539 7.596 7.654 7.734
y_rep[1372] 8.020 0.003 0.232 8.020 8.077 8.135 8.215
y_rep[1373] 8.294 0.003 0.217 8.298 8.353 8.411 8.487
y_rep[1374] 7.993 0.003 0.220 7.994 8.053 8.110 8.188
y_rep[1375] 7.882 0.003 0.210 7.882 7.941 7.997 8.069
y_rep[1376] 7.770 0.003 0.221 7.770 7.827 7.885 7.964
y_rep[1377] 7.675 0.003 0.203 7.674 7.731 7.794 7.871
y_rep[1378] 7.758 0.003 0.230 7.760 7.815 7.876 7.958
y_rep[1379] 7.807 0.003 0.230 7.806 7.863 7.926 8.008
y_rep[1380] 7.478 0.003 0.204 7.477 7.533 7.593 7.673
y_rep[1381] 7.835 0.003 0.211 7.836 7.892 7.952 8.033
y_rep[1382] 8.134 0.003 0.221 8.134 8.190 8.253 8.334
y_rep[1383] 8.013 0.003 0.202 8.013 8.071 8.130 8.213
y_rep[1384] 8.466 0.003 0.214 8.467 8.524 8.581 8.657
y_rep[1385] 8.631 0.003 0.225 8.631 8.689 8.747 8.825
y_rep[1386] 8.430 0.003 0.268 8.431 8.488 8.551 8.627
y_rep[1387] 8.493 0.003 0.228 8.492 8.551 8.610 8.693
y_rep[1388] 8.416 0.003 0.225 8.416 8.470 8.533 8.617
y_rep[1389] 8.296 0.003 0.215 8.294 8.352 8.408 8.493
y_rep[1390] 8.372 0.003 0.221 8.371 8.429 8.489 8.566
y_rep[1391] 8.352 0.003 0.218 8.353 8.409 8.470 8.549
y_rep[1392] 8.249 0.003 0.221 8.251 8.307 8.368 8.448
y_rep[1393] 8.241 0.004 0.277 8.243 8.300 8.359 8.448
y_rep[1394] 8.123 0.003 0.230 8.124 8.180 8.242 8.321
y_rep[1395] 7.850 0.003 0.212 7.851 7.909 7.967 8.044
y_rep[1396] 8.240 0.003 0.218 8.242 8.297 8.358 8.442
y_rep[1397] 8.114 0.003 0.235 8.115 8.172 8.230 8.311
y_rep[1398] 8.788 0.007 0.553 8.780 8.838 8.897 8.976
y_rep[1399] 9.806 0.003 0.234 9.804 9.863 9.919 9.998
y_rep[1400] 9.353 0.003 0.212 9.354 9.410 9.469 9.551
y_rep[1401] 9.568 0.003 0.228 9.565 9.620 9.681 9.763
y_rep[1402] 9.828 0.003 0.223 9.829 9.882 9.939 10.020
y_rep[1403] 9.996 0.003 0.223 9.999 10.055 10.113 10.185
y_rep[1404] 9.883 0.003 0.202 9.883 9.941 10.000 10.079
y_rep[1405] 9.764 0.003 0.215 9.761 9.820 9.879 9.959
y_rep[1406] 9.786 0.003 0.206 9.788 9.844 9.906 9.982
y_rep[1407] 9.657 0.003 0.223 9.655 9.713 9.770 9.847
y_rep[1408] 9.757 0.003 0.237 9.756 9.814 9.875 9.952
y_rep[1409] 10.019 0.003 0.233 10.020 10.073 10.131 10.214
y_rep[1410] 9.964 0.003 0.226 9.965 10.022 10.081 10.163
y_rep[1411] 10.220 0.003 0.215 10.218 10.276 10.333 10.412
y_rep[1412] 10.116 0.003 0.222 10.118 10.174 10.235 10.316
y_rep[1413] 10.212 0.003 0.219 10.211 10.266 10.326 10.411
y_rep[1414] 10.904 0.003 0.206 10.899 10.959 11.023 11.106
y_rep[1415] 13.593 0.005 0.419 13.596 13.651 13.709 13.790
y_rep[1416] 13.283 0.003 0.227 13.286 13.345 13.404 13.487
y_rep[1417] 13.650 0.003 0.230 13.649 13.708 13.769 13.849
y_rep[1418] 13.763 0.003 0.218 13.762 13.819 13.878 13.955
y_rep[1419] 13.996 0.003 0.213 13.996 14.055 14.112 14.192
y_rep[1420] 14.732 0.003 0.253 14.732 14.790 14.848 14.924
y_rep[1421] 14.626 0.003 0.220 14.625 14.684 14.744 14.825
y_rep[1422] 14.511 0.003 0.246 14.509 14.569 14.628 14.711
y_rep[1423] 15.056 0.003 0.216 15.059 15.118 15.174 15.257
y_rep[1424] 18.493 0.003 0.230 18.491 18.550 18.610 18.692
y_rep[1425] 17.950 0.003 0.223 17.950 18.010 18.071 18.150
y_rep[1426] 17.271 0.005 0.367 17.280 17.337 17.394 17.472
y_rep[1427] 17.960 0.003 0.212 17.961 18.020 18.078 18.162
y_rep[1428] 18.031 0.010 0.744 18.035 18.094 18.156 18.237
y_rep[1429] 17.625 0.003 0.217 17.625 17.684 17.742 17.818
y_rep[1430] 17.792 0.003 0.227 17.793 17.850 17.909 17.987
y_rep[1431] 18.544 0.003 0.259 18.545 18.605 18.667 18.748
y_rep[1432] 18.513 0.003 0.216 18.513 18.571 18.629 18.711
y_rep[1433] 18.896 0.003 0.229 18.900 18.955 19.012 19.090
y_rep[1434] 18.402 0.003 0.210 18.399 18.457 18.516 18.604
y_rep[1435] 18.430 0.003 0.219 18.433 18.491 18.550 18.630
y_rep[1436] 18.231 0.003 0.238 18.231 18.290 18.351 18.430
y_rep[1437] 18.266 0.003 0.261 18.267 18.323 18.381 18.464
y_rep[1438] 17.831 0.003 0.238 17.832 17.891 17.950 18.036
y_rep[1439] 18.179 0.003 0.225 18.177 18.237 18.294 18.376
y_rep[1440] 17.757 0.003 0.202 17.761 17.817 17.876 17.954
y_rep[1441] 17.664 0.003 0.217 17.662 17.722 17.780 17.863
y_rep[1442] 16.982 0.003 0.244 16.984 17.040 17.098 17.180
y_rep[1443] 16.857 0.003 0.212 16.860 16.917 16.974 17.053
y_rep[1444] 16.986 0.004 0.274 16.985 17.041 17.101 17.184
y_rep[1445] 16.865 0.003 0.251 16.868 16.925 16.983 17.064
y_rep[1446] 15.859 0.003 0.214 15.857 15.915 15.977 16.059
y_rep[1447] 14.565 0.003 0.233 14.564 14.622 14.680 14.757
y_rep[1448] 14.430 0.003 0.210 14.432 14.489 14.549 14.630
y_rep[1449] 14.337 0.003 0.214 14.334 14.394 14.454 14.541
y_rep[1450] 13.474 0.003 0.216 13.475 13.532 13.590 13.668
y_rep[1451] 14.966 0.003 0.230 14.968 15.024 15.089 15.169
y_rep[1452] 14.717 0.003 0.243 14.714 14.774 14.833 14.917
y_rep[1453] 15.505 0.003 0.227 15.507 15.564 15.625 15.705
y_rep[1454] 15.433 0.003 0.241 15.432 15.489 15.544 15.625
y_rep[1455] 15.529 0.003 0.247 15.529 15.587 15.647 15.722
y_rep[1456] 15.939 0.003 0.245 15.943 16.003 16.064 16.141
y_rep[1457] 16.245 0.003 0.215 16.249 16.307 16.365 16.445
y_rep[1458] 15.805 0.003 0.251 15.804 15.859 15.919 16.003
y_rep[1459] 16.099 0.006 0.437 16.096 16.154 16.210 16.287
y_rep[1460] 16.291 0.003 0.218 16.289 16.346 16.404 16.481
log_lik[1] 0.232 0.001 0.078 0.233 0.268 0.298 0.330
log_lik[2] -2.784 0.001 0.090 -2.780 -2.742 -2.708 -2.670
log_lik[3] -1.629 0.001 0.093 -1.628 -1.588 -1.550 -1.509
log_lik[4] -0.832 0.001 0.092 -0.832 -0.791 -0.754 -0.715
log_lik[5] -0.112 0.003 0.182 -0.111 -0.033 0.045 0.119
log_lik[6] -0.226 0.002 0.111 -0.224 -0.175 -0.133 -0.085
log_lik[7] 0.568 0.002 0.135 0.574 0.632 0.683 0.737
log_lik[8] -1.869 0.003 0.174 -1.870 -1.794 -1.723 -1.648
log_lik[9] -0.412 0.001 0.093 -0.412 -0.370 -0.334 -0.294
log_lik[10] 0.659 0.001 0.079 0.661 0.694 0.727 0.759
log_lik[11] 0.808 0.001 0.070 0.810 0.840 0.869 0.896
log_lik[12] 1.130 0.000 0.032 1.131 1.145 1.157 1.171
log_lik[13] -0.464 0.002 0.108 -0.466 -0.417 -0.373 -0.326
log_lik[14] 0.317 0.001 0.098 0.320 0.363 0.399 0.442
log_lik[15] -0.251 0.003 0.212 -0.251 -0.160 -0.071 0.024
log_lik[16] 0.986 0.001 0.048 0.988 1.008 1.026 1.046
log_lik[17] 1.125 0.001 0.035 1.127 1.141 1.154 1.168
log_lik[18] 0.332 0.001 0.097 0.336 0.376 0.413 0.454
log_lik[19] 0.102 0.001 0.090 0.102 0.143 0.179 0.217
log_lik[20] 0.942 0.001 0.062 0.945 0.971 0.995 1.018
log_lik[21] -1.677 0.001 0.082 -1.676 -1.641 -1.608 -1.573
log_lik[22] 1.094 0.000 0.034 1.095 1.109 1.122 1.137
log_lik[23] -1.605 0.001 0.085 -1.605 -1.568 -1.534 -1.496
log_lik[24] 1.106 0.000 0.034 1.106 1.121 1.135 1.149
log_lik[25] 0.060 0.001 0.084 0.061 0.098 0.131 0.167
log_lik[26] 0.715 0.001 0.085 0.718 0.754 0.787 0.823
log_lik[27] -0.598 0.002 0.101 -0.597 -0.554 -0.516 -0.470
log_lik[28] 0.374 0.002 0.122 0.376 0.430 0.479 0.530
log_lik[29] 0.101 0.001 0.069 0.101 0.132 0.161 0.190
log_lik[30] -0.504 0.001 0.088 -0.505 -0.465 -0.430 -0.394
log_lik[31] 1.119 0.000 0.034 1.119 1.134 1.147 1.162
log_lik[32] 1.023 0.001 0.048 1.024 1.046 1.064 1.083
log_lik[33] 1.137 0.000 0.030 1.137 1.150 1.162 1.175
log_lik[34] 0.033 0.001 0.058 0.033 0.059 0.082 0.107
log_lik[35] 1.046 0.001 0.072 1.057 1.086 1.109 1.129
log_lik[36] -0.724 0.001 0.068 -0.724 -0.695 -0.667 -0.638
log_lik[37] 0.896 0.001 0.054 0.897 0.921 0.942 0.963
log_lik[38] -2.602 0.002 0.154 -2.601 -2.533 -2.472 -2.403
log_lik[39] 0.377 0.001 0.062 0.378 0.406 0.429 0.456
log_lik[40] 1.120 0.000 0.032 1.120 1.134 1.146 1.161
log_lik[41] 1.124 0.000 0.030 1.124 1.137 1.149 1.163
log_lik[42] 0.996 0.001 0.041 0.997 1.014 1.030 1.047
log_lik[43] -1.759 0.001 0.067 -1.759 -1.730 -1.702 -1.673
log_lik[44] 0.805 0.001 0.068 0.808 0.837 0.864 0.890
log_lik[45] -0.072 0.001 0.075 -0.073 -0.039 -0.008 0.025
log_lik[46] -0.023 0.001 0.086 -0.022 0.016 0.049 0.085
log_lik[47] -0.102 0.001 0.092 -0.103 -0.062 -0.024 0.014
log_lik[48] 1.136 0.000 0.029 1.136 1.149 1.160 1.174
log_lik[49] -1.640 0.001 0.091 -1.639 -1.600 -1.565 -1.525
log_lik[50] 0.614 0.001 0.078 0.615 0.649 0.680 0.712
log_lik[51] 0.016 0.001 0.092 0.017 0.058 0.094 0.133
log_lik[52] -0.367 0.002 0.099 -0.368 -0.324 -0.283 -0.241
log_lik[53] 0.928 0.000 0.036 0.928 0.944 0.959 0.974
log_lik[54] 0.524 0.001 0.052 0.526 0.549 0.568 0.590
log_lik[55] 0.814 0.001 0.069 0.815 0.845 0.873 0.901
log_lik[56] 0.569 0.001 0.047 0.570 0.590 0.609 0.629
log_lik[57] -0.597 0.001 0.094 -0.598 -0.556 -0.518 -0.476
log_lik[58] -0.190 0.001 0.065 -0.189 -0.160 -0.135 -0.107
log_lik[59] 0.221 0.001 0.062 0.222 0.249 0.274 0.299
log_lik[60] 0.797 0.001 0.042 0.797 0.815 0.832 0.850
log_lik[61] 0.788 0.002 0.133 0.799 0.855 0.903 0.951
log_lik[62] -0.241 0.001 0.062 -0.242 -0.214 -0.189 -0.161
log_lik[63] -0.487 0.001 0.069 -0.485 -0.456 -0.429 -0.399
log_lik[64] -0.006 0.001 0.060 -0.005 0.021 0.045 0.069
log_lik[65] 0.232 0.001 0.065 0.231 0.260 0.287 0.315
log_lik[66] -0.853 0.001 0.063 -0.854 -0.826 -0.799 -0.770
log_lik[67] 0.557 0.001 0.045 0.557 0.576 0.595 0.613
log_lik[68] 1.084 0.000 0.032 1.084 1.098 1.111 1.125
log_lik[69] 1.099 0.001 0.036 1.100 1.115 1.129 1.143
log_lik[70] -0.870 0.001 0.075 -0.868 -0.838 -0.807 -0.773
log_lik[71] 0.696 0.001 0.061 0.698 0.724 0.747 0.772
log_lik[72] 0.478 0.001 0.091 0.481 0.520 0.556 0.595
log_lik[73] 0.526 0.001 0.043 0.527 0.546 0.563 0.580
log_lik[74] -0.058 0.001 0.051 -0.057 -0.035 -0.015 0.007
log_lik[75] -1.641 0.001 0.062 -1.642 -1.613 -1.589 -1.561
log_lik[76] 0.873 0.001 0.045 0.874 0.894 0.912 0.930
log_lik[77] 0.793 0.000 0.034 0.794 0.808 0.822 0.836
log_lik[78] 1.039 0.000 0.030 1.039 1.052 1.064 1.077
log_lik[79] 0.216 0.001 0.052 0.216 0.240 0.261 0.283
log_lik[80] -0.113 0.001 0.076 -0.113 -0.079 -0.047 -0.016
log_lik[81] -1.099 0.001 0.060 -1.098 -1.072 -1.047 -1.022
log_lik[82] 1.051 0.000 0.029 1.051 1.064 1.075 1.088
log_lik[83] 1.123 0.000 0.030 1.122 1.136 1.148 1.161
log_lik[84] 1.139 0.000 0.029 1.139 1.152 1.164 1.177
log_lik[85] 1.006 0.000 0.033 1.006 1.021 1.033 1.048
log_lik[86] 0.764 0.001 0.062 0.766 0.792 0.816 0.842
log_lik[87] 0.261 0.001 0.086 0.262 0.300 0.335 0.372
log_lik[88] 1.092 0.000 0.030 1.092 1.105 1.117 1.129
log_lik[89] 0.379 0.001 0.061 0.379 0.406 0.431 0.457
log_lik[90] 0.936 0.001 0.061 0.938 0.965 0.989 1.013
log_lik[91] 0.966 0.000 0.035 0.966 0.981 0.995 1.011
log_lik[92] 1.070 0.000 0.030 1.069 1.083 1.095 1.109
log_lik[93] 0.456 0.001 0.044 0.456 0.475 0.492 0.512
log_lik[94] 0.778 0.001 0.042 0.779 0.797 0.813 0.830
log_lik[95] 0.434 0.001 0.058 0.434 0.460 0.483 0.509
log_lik[96] 0.899 0.001 0.045 0.899 0.919 0.937 0.957
log_lik[97] 1.090 0.000 0.030 1.090 1.103 1.114 1.128
log_lik[98] 1.017 0.001 0.037 1.018 1.034 1.048 1.063
log_lik[99] 0.814 0.001 0.037 0.814 0.830 0.844 0.860
log_lik[100] 1.138 0.000 0.029 1.137 1.150 1.162 1.175
log_lik[101] 1.109 0.001 0.034 1.109 1.124 1.138 1.153
log_lik[102] 1.075 0.000 0.033 1.076 1.090 1.103 1.116
log_lik[103] -2.301 0.001 0.071 -2.300 -2.269 -2.242 -2.213
log_lik[104] 0.802 0.001 0.087 0.806 0.843 0.877 0.911
log_lik[105] 0.282 0.001 0.063 0.282 0.310 0.335 0.362
log_lik[106] 1.117 0.000 0.030 1.117 1.130 1.142 1.155
log_lik[107] 1.060 0.000 0.030 1.060 1.073 1.085 1.099
log_lik[108] 0.713 0.001 0.044 0.713 0.732 0.750 0.770
log_lik[109] 0.495 0.001 0.057 0.495 0.520 0.542 0.568
log_lik[110] -1.359 0.001 0.081 -1.358 -1.323 -1.291 -1.256
log_lik[111] 1.070 0.000 0.031 1.070 1.083 1.095 1.109
log_lik[112] 0.971 0.001 0.038 0.972 0.989 1.003 1.018
log_lik[113] 1.068 0.001 0.044 1.070 1.089 1.105 1.122
log_lik[114] 0.934 0.000 0.030 0.934 0.947 0.959 0.972
log_lik[115] 0.725 0.001 0.054 0.726 0.749 0.771 0.792
log_lik[116] 1.042 0.001 0.051 1.044 1.066 1.086 1.104
log_lik[117] -0.539 0.001 0.081 -0.540 -0.502 -0.471 -0.435
log_lik[118] 1.073 0.000 0.030 1.073 1.087 1.098 1.112
log_lik[119] 1.141 0.000 0.029 1.141 1.153 1.165 1.178
log_lik[120] 0.913 0.000 0.030 0.914 0.927 0.939 0.952
log_lik[121] -1.530 0.001 0.061 -1.529 -1.504 -1.480 -1.452
log_lik[122] 0.609 0.001 0.050 0.609 0.631 0.651 0.672
log_lik[123] 1.060 0.000 0.031 1.060 1.074 1.087 1.100
log_lik[124] 1.130 0.000 0.029 1.130 1.143 1.155 1.169
log_lik[125] 0.964 0.001 0.060 0.967 0.993 1.015 1.038
log_lik[126] 0.429 0.001 0.063 0.430 0.458 0.482 0.509
log_lik[127] 1.082 0.001 0.034 1.083 1.097 1.111 1.126
log_lik[128] -0.632 0.001 0.060 -0.631 -0.605 -0.581 -0.555
log_lik[129] 0.811 0.001 0.047 0.811 0.831 0.851 0.872
log_lik[130] 0.820 0.000 0.035 0.821 0.836 0.850 0.865
log_lik[131] 1.140 0.000 0.029 1.140 1.152 1.164 1.178
log_lik[132] 1.135 0.000 0.030 1.134 1.148 1.160 1.173
log_lik[133] 0.701 0.001 0.054 0.702 0.726 0.747 0.768
log_lik[134] 0.354 0.001 0.044 0.355 0.374 0.393 0.411
log_lik[135] -0.233 0.001 0.053 -0.232 -0.209 -0.187 -0.166
log_lik[136] -0.046 0.001 0.055 -0.046 -0.021 0.001 0.024
log_lik[137] 0.738 0.001 0.064 0.739 0.767 0.791 0.819
log_lik[138] 0.673 0.001 0.054 0.674 0.698 0.720 0.742
log_lik[139] 1.120 0.000 0.029 1.121 1.133 1.145 1.158
log_lik[140] 0.311 0.001 0.053 0.312 0.335 0.356 0.378
log_lik[141] -2.137 0.001 0.096 -2.137 -2.095 -2.057 -2.016
log_lik[142] 1.022 0.001 0.039 1.023 1.040 1.055 1.072
log_lik[143] 1.071 0.000 0.029 1.071 1.083 1.095 1.107
log_lik[144] -2.745 0.001 0.076 -2.743 -2.710 -2.681 -2.649
log_lik[145] 0.626 0.001 0.065 0.627 0.657 0.681 0.709
log_lik[146] 1.092 0.000 0.029 1.091 1.104 1.116 1.130
log_lik[147] -0.491 0.001 0.068 -0.492 -0.461 -0.433 -0.405
log_lik[148] -0.247 0.001 0.058 -0.247 -0.221 -0.197 -0.172
log_lik[149] -0.032 0.001 0.059 -0.032 -0.006 0.019 0.042
log_lik[150] 0.392 0.001 0.043 0.393 0.412 0.428 0.447
log_lik[151] 0.455 0.001 0.060 0.456 0.483 0.507 0.533
log_lik[152] 0.307 0.001 0.059 0.308 0.334 0.358 0.384
log_lik[153] 1.040 0.001 0.035 1.040 1.055 1.069 1.084
log_lik[154] 0.458 0.001 0.049 0.458 0.481 0.500 0.520
log_lik[155] 0.049 0.001 0.054 0.049 0.073 0.096 0.117
log_lik[156] -1.437 0.001 0.093 -1.438 -1.397 -1.360 -1.319
log_lik[157] 0.759 0.001 0.060 0.761 0.787 0.810 0.835
log_lik[158] 1.114 0.000 0.029 1.114 1.127 1.139 1.151
log_lik[159] 1.117 0.000 0.029 1.118 1.130 1.142 1.155
log_lik[160] -0.016 0.001 0.070 -0.016 0.016 0.044 0.074
log_lik[161] -0.462 0.001 0.063 -0.462 -0.434 -0.408 -0.381
log_lik[162] 1.103 0.000 0.032 1.103 1.117 1.130 1.144
log_lik[163] 1.078 0.000 0.029 1.078 1.091 1.102 1.115
log_lik[164] 1.124 0.000 0.030 1.124 1.137 1.149 1.163
log_lik[165] 0.793 0.000 0.034 0.794 0.809 0.822 0.836
log_lik[166] 1.140 0.000 0.029 1.140 1.152 1.164 1.178
log_lik[167] 0.910 0.000 0.030 0.910 0.923 0.935 0.949
log_lik[168] 1.140 0.000 0.029 1.140 1.153 1.164 1.178
log_lik[169] -9.568 0.006 0.406 -9.550 -9.376 -9.225 -9.058
log_lik[170] -4.416 0.006 0.376 -4.427 -4.259 -4.102 -3.928
log_lik[171] -0.406 0.002 0.122 -0.407 -0.353 -0.305 -0.252
log_lik[172] 0.789 0.001 0.090 0.793 0.832 0.865 0.902
log_lik[173] -2.332 0.001 0.107 -2.333 -2.285 -2.239 -2.194
log_lik[174] 0.261 0.001 0.090 0.263 0.302 0.338 0.374
log_lik[175] -0.736 0.003 0.172 -0.732 -0.660 -0.594 -0.518
log_lik[176] -2.702 0.002 0.118 -2.700 -2.648 -2.604 -2.556
log_lik[177] -0.296 0.002 0.128 -0.297 -0.241 -0.188 -0.133
log_lik[178] -0.075 0.001 0.097 -0.074 -0.032 0.006 0.047
log_lik[179] 0.941 0.002 0.114 0.955 1.003 1.042 1.074
log_lik[180] 0.018 0.002 0.152 0.020 0.085 0.144 0.209
log_lik[181] -0.388 0.001 0.099 -0.386 -0.344 -0.303 -0.262
log_lik[182] -0.004 0.002 0.117 0.000 0.047 0.095 0.143
log_lik[183] -1.536 0.002 0.113 -1.537 -1.487 -1.442 -1.393
log_lik[184] 1.007 0.001 0.075 1.015 1.046 1.072 1.097
log_lik[185] -1.527 0.001 0.095 -1.527 -1.486 -1.447 -1.406
log_lik[186] -2.077 0.001 0.095 -2.078 -2.035 -1.998 -1.956
log_lik[187] -0.229 0.002 0.109 -0.229 -0.180 -0.139 -0.092
log_lik[188] 0.629 0.001 0.070 0.630 0.661 0.688 0.718
log_lik[189] 0.711 0.002 0.102 0.717 0.762 0.796 0.840
log_lik[190] -1.077 0.001 0.099 -1.078 -1.032 -0.991 -0.950
log_lik[191] 0.661 0.004 0.228 0.682 0.783 0.861 0.940
log_lik[192] -8.391 0.005 0.356 -8.375 -8.220 -8.093 -7.947
log_lik[193] -0.450 0.002 0.138 -0.452 -0.387 -0.333 -0.273
log_lik[194] 1.050 0.001 0.052 1.054 1.076 1.095 1.114
log_lik[195] 0.932 0.001 0.046 0.934 0.954 0.972 0.989
log_lik[196] -0.428 0.002 0.135 -0.429 -0.367 -0.312 -0.253
log_lik[197] 0.430 0.001 0.049 0.430 0.451 0.470 0.494
log_lik[198] 1.132 0.000 0.032 1.133 1.146 1.158 1.173
log_lik[199] 0.529 0.002 0.101 0.532 0.575 0.614 0.658
log_lik[200] 0.645 0.001 0.062 0.646 0.673 0.696 0.722
log_lik[201] 1.065 0.000 0.030 1.066 1.079 1.090 1.104
log_lik[202] 0.155 0.001 0.053 0.157 0.179 0.200 0.221
log_lik[203] -4.807 0.002 0.157 -4.803 -4.735 -4.677 -4.611
log_lik[204] 0.496 0.002 0.155 0.501 0.570 0.629 0.692
log_lik[205] 0.436 0.001 0.098 0.438 0.481 0.521 0.559
log_lik[206] 0.381 0.002 0.118 0.382 0.434 0.480 0.532
log_lik[207] -1.812 0.001 0.071 -1.812 -1.780 -1.752 -1.721
log_lik[208] 0.179 0.001 0.063 0.179 0.208 0.232 0.258
log_lik[209] 1.131 0.000 0.032 1.131 1.145 1.157 1.171
log_lik[210] 0.993 0.001 0.050 0.995 1.016 1.035 1.056
log_lik[211] -0.449 0.001 0.091 -0.449 -0.410 -0.372 -0.333
log_lik[212] 0.907 0.001 0.043 0.907 0.927 0.943 0.961
log_lik[213] 0.577 0.001 0.081 0.579 0.614 0.646 0.681
log_lik[214] 0.324 0.001 0.052 0.326 0.349 0.368 0.389
log_lik[215] 1.117 0.000 0.032 1.118 1.131 1.144 1.158
log_lik[216] 0.453 0.004 0.285 0.469 0.597 0.705 0.811
log_lik[217] 0.842 0.001 0.058 0.843 0.869 0.890 0.915
log_lik[218] 0.171 0.001 0.091 0.172 0.212 0.248 0.287
log_lik[219] 0.616 0.001 0.048 0.617 0.639 0.657 0.676
log_lik[220] 0.970 0.000 0.036 0.970 0.985 1.000 1.017
log_lik[221] 0.477 0.001 0.066 0.478 0.507 0.534 0.560
log_lik[222] -0.880 0.001 0.091 -0.882 -0.841 -0.803 -0.762
log_lik[223] 0.332 0.001 0.055 0.332 0.357 0.379 0.404
log_lik[224] 0.900 0.001 0.047 0.901 0.923 0.940 0.958
log_lik[225] 1.079 0.001 0.045 1.082 1.102 1.119 1.134
log_lik[226] 0.339 0.003 0.162 0.341 0.413 0.479 0.546
log_lik[227] 0.778 0.001 0.053 0.780 0.803 0.823 0.845
log_lik[228] 0.698 0.001 0.074 0.700 0.733 0.760 0.792
log_lik[229] 1.056 0.000 0.029 1.057 1.069 1.081 1.093
log_lik[230] 1.132 0.000 0.030 1.131 1.145 1.156 1.170
log_lik[231] 0.792 0.001 0.041 0.793 0.811 0.827 0.844
log_lik[232] 1.085 0.001 0.045 1.089 1.107 1.123 1.140
log_lik[233] 0.726 0.001 0.040 0.727 0.744 0.760 0.777
log_lik[234] 1.133 0.000 0.029 1.134 1.146 1.158 1.170
log_lik[235] 0.274 0.001 0.070 0.274 0.305 0.332 0.362
log_lik[236] 0.148 0.001 0.070 0.149 0.180 0.208 0.237
log_lik[237] 0.502 0.001 0.053 0.504 0.527 0.547 0.569
log_lik[238] 1.116 0.000 0.029 1.117 1.129 1.140 1.153
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log_lik[240] 1.007 0.001 0.040 1.008 1.026 1.041 1.058
log_lik[241] 1.106 0.000 0.030 1.106 1.119 1.131 1.144
log_lik[242] 1.137 0.000 0.030 1.137 1.150 1.161 1.176
log_lik[243] 1.082 0.000 0.031 1.083 1.096 1.108 1.122
log_lik[244] 0.719 0.001 0.053 0.719 0.742 0.763 0.787
log_lik[245] 0.744 0.001 0.057 0.744 0.769 0.792 0.817
log_lik[246] 0.406 0.001 0.098 0.408 0.451 0.490 0.530
log_lik[247] 0.859 0.001 0.045 0.860 0.879 0.897 0.917
log_lik[248] 0.941 0.000 0.034 0.941 0.955 0.969 0.984
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log_lik[250] 1.125 0.000 0.030 1.126 1.139 1.151 1.163
log_lik[251] -0.229 0.001 0.078 -0.229 -0.195 -0.163 -0.129
log_lik[252] 1.105 0.001 0.036 1.106 1.122 1.135 1.150
log_lik[253] 0.951 0.001 0.039 0.952 0.969 0.984 1.001
log_lik[254] 0.645 0.001 0.044 0.645 0.664 0.682 0.701
log_lik[255] 0.981 0.001 0.043 0.982 1.001 1.018 1.035
log_lik[256] 1.134 0.000 0.030 1.135 1.147 1.160 1.173
log_lik[257] 1.067 0.001 0.039 1.069 1.085 1.101 1.117
log_lik[258] 0.339 0.001 0.078 0.340 0.374 0.404 0.439
log_lik[259] 0.525 0.001 0.059 0.526 0.551 0.575 0.601
log_lik[260] -0.152 0.001 0.064 -0.152 -0.123 -0.098 -0.071
log_lik[261] 0.713 0.000 0.037 0.713 0.730 0.745 0.761
log_lik[262] -0.049 0.002 0.151 -0.049 0.019 0.078 0.146
log_lik[263] -0.107 0.001 0.085 -0.108 -0.070 -0.034 0.001
log_lik[264] 1.107 0.000 0.029 1.107 1.120 1.132 1.144
log_lik[265] -3.527 0.001 0.103 -3.524 -3.479 -3.440 -3.397
log_lik[266] 0.061 0.002 0.123 0.062 0.116 0.166 0.219
log_lik[267] 1.122 0.000 0.030 1.121 1.134 1.146 1.160
log_lik[268] 0.387 0.001 0.052 0.387 0.410 0.431 0.453
log_lik[269] 1.138 0.000 0.030 1.138 1.151 1.163 1.177
log_lik[270] 0.729 0.001 0.081 0.730 0.765 0.797 0.831
log_lik[271] 1.052 0.000 0.033 1.052 1.066 1.079 1.094
log_lik[272] -2.146 0.001 0.071 -2.145 -2.114 -2.087 -2.056
log_lik[273] -2.356 0.001 0.072 -2.355 -2.323 -2.296 -2.264
log_lik[274] -0.401 0.001 0.084 -0.402 -0.364 -0.330 -0.292
log_lik[275] 1.069 0.000 0.028 1.069 1.081 1.092 1.104
log_lik[276] 1.134 0.000 0.030 1.134 1.148 1.160 1.173
log_lik[277] 0.832 0.001 0.043 0.833 0.852 0.868 0.888
log_lik[278] 1.103 0.000 0.029 1.102 1.115 1.127 1.140
log_lik[279] -0.343 0.001 0.062 -0.342 -0.316 -0.291 -0.264
log_lik[280] 1.096 0.000 0.030 1.096 1.109 1.121 1.135
log_lik[281] 0.881 0.001 0.036 0.882 0.898 0.912 0.927
log_lik[282] -0.444 0.001 0.057 -0.444 -0.420 -0.396 -0.370
log_lik[283] 0.238 0.001 0.052 0.240 0.261 0.283 0.304
log_lik[284] -0.408 0.001 0.063 -0.408 -0.380 -0.354 -0.326
log_lik[285] 0.492 0.001 0.045 0.492 0.512 0.530 0.549
log_lik[286] 0.894 0.001 0.046 0.895 0.915 0.934 0.953
log_lik[287] 0.540 0.001 0.047 0.540 0.560 0.578 0.601
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log_lik[303] 1.137 0.000 0.030 1.137 1.150 1.161 1.175
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log_lik[306] 0.677 0.001 0.053 0.678 0.701 0.722 0.744
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log_lik[313] 0.555 0.001 0.062 0.556 0.583 0.607 0.634
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log_lik[317] 1.137 0.000 0.029 1.137 1.150 1.161 1.175
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log_lik[385] 0.303 0.002 0.136 0.304 0.364 0.417 0.474
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log_lik[389] 1.095 0.001 0.046 1.100 1.118 1.134 1.150
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log_lik[393] 1.019 0.001 0.062 1.024 1.049 1.072 1.093
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log_lik[395] 1.133 0.000 0.031 1.133 1.147 1.159 1.172
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log_lik[413] 1.000 0.001 0.040 1.000 1.018 1.035 1.052
log_lik[414] 0.995 0.001 0.041 0.996 1.013 1.030 1.048
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log_lik[423] 0.842 0.001 0.051 0.843 0.865 0.886 0.906
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log_lik[426] 0.657 0.001 0.096 0.662 0.703 0.739 0.778
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log_lik[428] 0.978 0.001 0.051 0.980 1.002 1.021 1.041
log_lik[429] 0.108 0.001 0.076 0.109 0.142 0.172 0.203
log_lik[430] 0.995 0.001 0.041 0.996 1.014 1.030 1.048
log_lik[431] 0.688 0.001 0.071 0.689 0.721 0.748 0.779
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log_lik[439] 1.111 0.000 0.033 1.112 1.126 1.139 1.154
log_lik[440] 0.341 0.001 0.077 0.341 0.375 0.405 0.439
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log_lik[442] 0.029 0.001 0.087 0.031 0.068 0.102 0.139
log_lik[443] 1.101 0.000 0.034 1.101 1.116 1.129 1.144
log_lik[444] 0.378 0.001 0.059 0.379 0.405 0.429 0.452
log_lik[445] 0.847 0.001 0.048 0.848 0.869 0.888 0.908
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log_lik[551] 1.134 0.000 0.030 1.134 1.147 1.159 1.172
log_lik[552] 1.006 0.000 0.032 1.007 1.021 1.034 1.048
log_lik[553] 1.081 0.000 0.029 1.081 1.093 1.105 1.119
log_lik[554] 0.716 0.001 0.046 0.717 0.737 0.755 0.774
log_lik[555] -0.222 0.001 0.059 -0.220 -0.195 -0.171 -0.147
log_lik[556] 0.279 0.001 0.070 0.280 0.311 0.338 0.368
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log_lik[558] 0.104 0.001 0.058 0.104 0.130 0.154 0.178
log_lik[559] 1.114 0.001 0.041 1.118 1.134 1.147 1.163
log_lik[560] -3.671 0.003 0.228 -3.675 -3.568 -3.477 -3.382
log_lik[561] 0.201 0.002 0.117 0.203 0.254 0.300 0.352
log_lik[562] -0.403 0.002 0.106 -0.404 -0.357 -0.314 -0.264
log_lik[563] -2.639 0.001 0.079 -2.639 -2.603 -2.571 -2.536
log_lik[564] -0.424 0.001 0.069 -0.422 -0.394 -0.367 -0.335
log_lik[565] 0.243 0.001 0.053 0.243 0.267 0.287 0.311
log_lik[566] 0.473 0.001 0.053 0.475 0.497 0.518 0.539
log_lik[567] 0.395 0.001 0.054 0.394 0.419 0.441 0.464
log_lik[568] 0.046 0.001 0.093 0.046 0.088 0.125 0.165
log_lik[569] 0.958 0.001 0.041 0.958 0.976 0.993 1.010
log_lik[570] 1.020 0.000 0.033 1.020 1.034 1.047 1.062
log_lik[571] 0.719 0.001 0.044 0.719 0.738 0.755 0.775
log_lik[572] 0.956 0.001 0.057 0.959 0.983 1.005 1.027
log_lik[573] 0.554 0.001 0.060 0.556 0.582 0.604 0.629
log_lik[574] 0.330 0.001 0.071 0.330 0.362 0.391 0.421
log_lik[575] 1.005 0.000 0.032 1.005 1.019 1.032 1.046
log_lik[576] 0.984 0.000 0.032 0.983 0.998 1.012 1.026
log_lik[577] 0.717 0.001 0.044 0.718 0.736 0.754 0.774
log_lik[578] 0.043 0.001 0.054 0.044 0.067 0.087 0.111
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log_lik[580] 0.731 0.000 0.034 0.731 0.746 0.759 0.773
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log_lik[582] 1.093 0.000 0.033 1.094 1.108 1.122 1.136
log_lik[583] 0.256 0.004 0.237 0.262 0.364 0.463 0.560
log_lik[584] -0.468 0.001 0.059 -0.467 -0.441 -0.419 -0.394
log_lik[585] 1.138 0.000 0.029 1.138 1.150 1.162 1.176
log_lik[586] 1.141 0.000 0.029 1.141 1.153 1.165 1.178
log_lik[587] 1.075 0.000 0.033 1.074 1.089 1.102 1.117
log_lik[588] 0.793 0.000 0.034 0.794 0.809 0.822 0.837
log_lik[589] 1.122 0.000 0.031 1.122 1.135 1.148 1.162
log_lik[590] 0.772 0.001 0.038 0.772 0.789 0.804 0.820
log_lik[591] -10.405 0.007 0.454 -10.387 -10.192 -10.020 -9.840
log_lik[592] -4.598 0.008 0.515 -4.627 -4.395 -4.178 -3.925
log_lik[593] 0.112 0.005 0.370 0.116 0.290 0.442 0.585
log_lik[594] -2.669 0.003 0.227 -2.673 -2.573 -2.479 -2.380
log_lik[595] -3.204 0.001 0.111 -3.202 -3.155 -3.109 -3.062
log_lik[596] 0.121 0.002 0.149 0.123 0.188 0.245 0.310
log_lik[597] -0.293 0.003 0.184 -0.295 -0.210 -0.135 -0.061
log_lik[598] 0.075 0.002 0.112 0.074 0.126 0.171 0.216
log_lik[599] 1.000 0.001 0.090 1.011 1.048 1.077 1.107
log_lik[600] 0.734 0.002 0.106 0.739 0.783 0.826 0.867
log_lik[601] 1.091 0.001 0.053 1.098 1.118 1.136 1.152
log_lik[602] 0.787 0.001 0.084 0.790 0.827 0.860 0.893
log_lik[603] 0.610 0.001 0.106 0.613 0.660 0.702 0.744
log_lik[604] 1.062 0.002 0.096 1.088 1.115 1.134 1.152
log_lik[605] -2.414 0.001 0.105 -2.413 -2.367 -2.324 -2.279
log_lik[606] 1.127 0.001 0.036 1.130 1.144 1.156 1.170
log_lik[607] 1.130 0.000 0.033 1.131 1.145 1.158 1.171
log_lik[608] 1.023 0.001 0.064 1.029 1.056 1.079 1.100
log_lik[609] 0.842 0.001 0.095 0.848 0.887 0.923 0.958
log_lik[610] -2.033 0.002 0.119 -2.033 -1.983 -1.933 -1.880
log_lik[611] 0.834 0.001 0.102 0.841 0.884 0.921 0.958
log_lik[612] 0.791 0.002 0.108 0.796 0.844 0.882 0.923
log_lik[613] -2.988 0.002 0.134 -2.987 -2.929 -2.874 -2.816
log_lik[614] -4.117 0.003 0.175 -4.112 -4.034 -3.966 -3.898
log_lik[615] -0.963 0.002 0.101 -0.964 -0.919 -0.878 -0.836
log_lik[616] 0.428 0.003 0.218 0.434 0.532 0.619 0.707
log_lik[617] 0.495 0.003 0.206 0.506 0.596 0.672 0.752
log_lik[618] -2.429 0.002 0.128 -2.428 -2.371 -2.322 -2.267
log_lik[619] 1.136 0.000 0.030 1.137 1.150 1.162 1.175
log_lik[620] 1.104 0.000 0.032 1.104 1.117 1.130 1.145
log_lik[621] 0.115 0.002 0.129 0.114 0.174 0.224 0.279
log_lik[622] 0.924 0.001 0.041 0.924 0.943 0.959 0.975
log_lik[623] 1.107 0.001 0.038 1.108 1.124 1.138 1.155
log_lik[624] 0.769 0.001 0.096 0.773 0.815 0.849 0.890
log_lik[625] 1.124 0.000 0.031 1.124 1.137 1.149 1.163
log_lik[626] 1.054 0.001 0.049 1.057 1.078 1.096 1.114
log_lik[627] 0.981 0.001 0.039 0.982 0.999 1.014 1.030
log_lik[628] -1.041 0.001 0.078 -1.043 -1.007 -0.976 -0.939
log_lik[629] 0.859 0.001 0.076 0.862 0.896 0.923 0.953
log_lik[630] -1.018 0.002 0.146 -1.020 -0.955 -0.895 -0.830
log_lik[631] 0.106 0.001 0.069 0.106 0.136 0.164 0.194
log_lik[632] -1.658 0.001 0.065 -1.658 -1.630 -1.603 -1.575
log_lik[633] -0.860 0.001 0.083 -0.859 -0.823 -0.790 -0.756
log_lik[634] 0.597 0.001 0.054 0.599 0.622 0.643 0.665
log_lik[635] 0.168 0.001 0.094 0.168 0.208 0.246 0.287
log_lik[636] -2.657 0.001 0.084 -2.656 -2.620 -2.585 -2.548
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log_lik[638] -1.131 0.003 0.211 -1.138 -1.040 -0.955 -0.858
log_lik[639] 0.513 0.001 0.043 0.514 0.533 0.549 0.566
log_lik[640] 1.129 0.001 0.035 1.130 1.144 1.157 1.172
log_lik[641] 0.271 0.001 0.045 0.272 0.291 0.310 0.329
log_lik[642] 0.055 0.001 0.063 0.057 0.083 0.108 0.135
log_lik[643] 0.871 0.001 0.050 0.872 0.893 0.913 0.934
log_lik[644] -0.234 0.001 0.086 -0.234 -0.196 -0.160 -0.125
log_lik[645] 0.738 0.000 0.033 0.738 0.753 0.766 0.780
log_lik[646] 0.131 0.001 0.053 0.131 0.155 0.176 0.200
log_lik[647] 0.030 0.001 0.069 0.029 0.059 0.086 0.118
log_lik[648] 1.115 0.000 0.033 1.116 1.130 1.143 1.157
log_lik[649] -0.737 0.001 0.078 -0.737 -0.702 -0.672 -0.637
log_lik[650] 0.824 0.000 0.032 0.824 0.838 0.851 0.864
log_lik[651] 0.715 0.001 0.097 0.720 0.763 0.797 0.837
log_lik[652] -0.099 0.001 0.070 -0.100 -0.068 -0.039 -0.009
log_lik[653] 0.228 0.001 0.071 0.228 0.260 0.289 0.319
log_lik[654] 0.536 0.001 0.051 0.536 0.559 0.579 0.601
log_lik[655] 0.743 0.000 0.035 0.743 0.758 0.771 0.787
log_lik[656] 0.277 0.001 0.049 0.278 0.299 0.317 0.338
log_lik[657] 1.112 0.000 0.029 1.112 1.124 1.136 1.149
log_lik[658] -0.221 0.001 0.051 -0.221 -0.199 -0.177 -0.154
log_lik[659] 0.703 0.000 0.034 0.703 0.717 0.731 0.746
log_lik[660] 0.075 0.001 0.086 0.077 0.114 0.150 0.186
log_lik[661] 0.842 0.001 0.053 0.843 0.867 0.887 0.908
log_lik[662] 0.931 0.001 0.067 0.936 0.964 0.988 1.014
log_lik[663] 0.751 0.000 0.032 0.751 0.765 0.777 0.792
log_lik[664] 0.893 0.001 0.059 0.894 0.920 0.944 0.967
log_lik[665] -0.253 0.001 0.065 -0.251 -0.224 -0.198 -0.171
log_lik[666] 0.609 0.000 0.036 0.609 0.625 0.639 0.656
log_lik[667] -1.605 0.001 0.063 -1.603 -1.577 -1.553 -1.526
log_lik[668] -0.453 0.001 0.064 -0.453 -0.424 -0.399 -0.372
log_lik[669] 0.683 0.001 0.061 0.685 0.711 0.735 0.760
log_lik[670] -0.048 0.001 0.062 -0.049 -0.020 0.004 0.032
log_lik[671] 1.141 0.000 0.029 1.141 1.153 1.165 1.178
log_lik[672] 0.975 0.000 0.029 0.975 0.988 1.000 1.012
log_lik[673] 0.854 0.001 0.037 0.855 0.870 0.885 0.900
log_lik[674] 1.140 0.000 0.029 1.140 1.152 1.164 1.177
log_lik[675] 0.898 0.001 0.038 0.899 0.915 0.930 0.947
log_lik[676] 0.998 0.000 0.029 0.997 1.010 1.022 1.035
log_lik[677] -0.377 0.001 0.069 -0.377 -0.346 -0.319 -0.289
log_lik[678] 0.615 0.001 0.045 0.615 0.635 0.653 0.673
log_lik[679] -0.368 0.001 0.056 -0.367 -0.343 -0.321 -0.298
log_lik[680] 1.063 0.000 0.032 1.064 1.077 1.090 1.104
log_lik[681] 1.044 0.000 0.029 1.044 1.056 1.069 1.082
log_lik[682] 1.102 0.000 0.029 1.101 1.114 1.126 1.140
log_lik[683] 0.870 0.000 0.030 0.871 0.884 0.895 0.909
log_lik[684] 0.975 0.001 0.062 0.979 1.006 1.029 1.052
log_lik[685] 0.217 0.001 0.048 0.218 0.239 0.259 0.279
log_lik[686] 0.823 0.000 0.031 0.823 0.837 0.849 0.863
log_lik[687] 0.939 0.001 0.038 0.940 0.956 0.971 0.988
log_lik[688] 0.053 0.001 0.057 0.053 0.078 0.101 0.125
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log_lik[690] 0.228 0.002 0.095 0.231 0.272 0.308 0.347
log_lik[691] 0.763 0.001 0.059 0.765 0.792 0.814 0.838
log_lik[692] -0.351 0.001 0.059 -0.351 -0.325 -0.300 -0.274
log_lik[693] 0.077 0.001 0.069 0.077 0.108 0.136 0.165
log_lik[694] -0.188 0.001 0.061 -0.188 -0.160 -0.135 -0.109
log_lik[695] 0.816 0.000 0.037 0.816 0.833 0.847 0.863
log_lik[696] 1.134 0.000 0.029 1.134 1.147 1.158 1.172
log_lik[697] 0.812 0.001 0.043 0.813 0.832 0.848 0.867
log_lik[698] 0.060 0.001 0.062 0.060 0.088 0.112 0.138
log_lik[699] -2.476 0.002 0.138 -2.473 -2.413 -2.360 -2.301
log_lik[700] 0.376 0.001 0.045 0.377 0.397 0.415 0.434
log_lik[701] 1.129 0.000 0.029 1.128 1.141 1.153 1.166
log_lik[702] 0.886 0.001 0.037 0.886 0.903 0.918 0.934
log_lik[703] -0.128 0.001 0.063 -0.127 -0.100 -0.076 -0.048
log_lik[704] 0.397 0.001 0.047 0.398 0.419 0.438 0.458
log_lik[705] 1.121 0.000 0.029 1.121 1.134 1.146 1.159
log_lik[706] 0.701 0.001 0.044 0.702 0.721 0.740 0.758
log_lik[707] 1.135 0.000 0.030 1.135 1.148 1.159 1.173
log_lik[708] 1.140 0.000 0.029 1.141 1.153 1.165 1.178
log_lik[709] 1.020 0.000 0.033 1.021 1.035 1.048 1.062
log_lik[710] 0.234 0.001 0.061 0.235 0.262 0.287 0.312
log_lik[711] -0.538 0.001 0.083 -0.537 -0.501 -0.469 -0.430
log_lik[712] -0.092 0.001 0.062 -0.091 -0.065 -0.039 -0.016
log_lik[713] 0.051 0.001 0.068 0.050 0.082 0.109 0.139
log_lik[714] 1.009 0.000 0.030 1.009 1.023 1.035 1.048
log_lik[715] 1.038 0.000 0.032 1.038 1.053 1.065 1.078
log_lik[716] 0.110 0.001 0.052 0.111 0.134 0.155 0.177
log_lik[717] 1.135 0.000 0.030 1.135 1.148 1.160 1.173
log_lik[718] 0.135 0.001 0.059 0.135 0.163 0.186 0.211
log_lik[719] 1.031 0.001 0.038 1.032 1.050 1.064 1.079
log_lik[720] -1.768 0.001 0.078 -1.769 -1.733 -1.703 -1.668
log_lik[721] -0.294 0.001 0.093 -0.293 -0.251 -0.216 -0.175
log_lik[722] 0.156 0.002 0.109 0.156 0.205 0.248 0.295
log_lik[723] 1.141 0.000 0.029 1.141 1.154 1.166 1.179
log_lik[724] 1.139 0.000 0.029 1.138 1.151 1.163 1.176
log_lik[725] 1.139 0.000 0.029 1.139 1.152 1.164 1.178
log_lik[726] 0.054 0.001 0.091 0.055 0.096 0.131 0.169
log_lik[727] 0.726 0.001 0.051 0.727 0.749 0.769 0.790
log_lik[728] 1.126 0.000 0.029 1.127 1.139 1.151 1.164
log_lik[729] 0.993 0.000 0.034 0.993 1.008 1.022 1.037
log_lik[730] 1.072 0.000 0.033 1.072 1.087 1.100 1.114
log_lik[731] 1.141 0.000 0.029 1.141 1.153 1.165 1.178
log_lik[732] 0.421 0.001 0.070 0.423 0.453 0.479 0.508
log_lik[733] -3.523 0.001 0.105 -3.518 -3.474 -3.433 -3.390
log_lik[734] 0.668 0.002 0.115 0.673 0.723 0.766 0.813
log_lik[735] -0.689 0.001 0.059 -0.689 -0.663 -0.639 -0.614
log_lik[736] 0.981 0.000 0.029 0.981 0.994 1.006 1.019
log_lik[737] 0.754 0.001 0.063 0.755 0.783 0.807 0.834
log_lik[738] 1.131 0.000 0.029 1.131 1.144 1.155 1.169
log_lik[739] 0.976 0.001 0.037 0.977 0.993 1.008 1.023
log_lik[740] 0.542 0.001 0.056 0.544 0.567 0.589 0.613
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log_lik[742] 1.130 0.000 0.030 1.129 1.143 1.155 1.168
log_lik[743] -1.535 0.001 0.060 -1.535 -1.509 -1.485 -1.458
log_lik[744] 1.137 0.000 0.030 1.137 1.150 1.162 1.176
log_lik[745] 0.661 0.001 0.052 0.663 0.685 0.705 0.727
log_lik[746] 0.914 0.001 0.041 0.914 0.932 0.949 0.967
log_lik[747] -0.599 0.001 0.072 -0.600 -0.568 -0.537 -0.506
log_lik[748] 0.917 0.001 0.040 0.917 0.935 0.950 0.967
log_lik[749] 1.130 0.000 0.029 1.130 1.142 1.154 1.168
log_lik[750] 0.647 0.000 0.037 0.648 0.664 0.678 0.694
log_lik[751] 1.030 0.000 0.031 1.029 1.043 1.056 1.070
log_lik[752] 1.033 0.000 0.029 1.033 1.046 1.057 1.070
log_lik[753] -0.714 0.001 0.059 -0.713 -0.689 -0.664 -0.638
log_lik[754] 0.658 0.002 0.099 0.659 0.705 0.742 0.784
log_lik[755] 0.884 0.000 0.033 0.885 0.899 0.911 0.925
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log_lik[757] 1.132 0.000 0.030 1.132 1.146 1.157 1.170
log_lik[758] 1.139 0.000 0.029 1.139 1.152 1.164 1.176
log_lik[759] -0.254 0.001 0.063 -0.254 -0.227 -0.200 -0.174
log_lik[760] 0.014 0.001 0.064 0.015 0.043 0.068 0.096
log_lik[761] 1.111 0.000 0.030 1.111 1.124 1.136 1.150
log_lik[762] 0.601 0.001 0.087 0.604 0.641 0.675 0.709
log_lik[763] 1.007 0.000 0.035 1.007 1.023 1.036 1.051
log_lik[764] 1.106 0.000 0.029 1.105 1.118 1.130 1.144
log_lik[765] 1.043 0.000 0.035 1.043 1.058 1.072 1.088
log_lik[766] 0.030 0.001 0.064 0.031 0.060 0.085 0.112
log_lik[767] 0.912 0.001 0.055 0.915 0.939 0.959 0.982
log_lik[768] 0.396 0.001 0.043 0.396 0.415 0.432 0.451
log_lik[769] 1.023 0.000 0.029 1.023 1.036 1.047 1.060
log_lik[770] 0.316 0.001 0.049 0.317 0.338 0.357 0.378
log_lik[771] 0.637 0.001 0.054 0.637 0.662 0.683 0.706
log_lik[772] 1.090 0.000 0.030 1.090 1.102 1.114 1.128
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log_lik[774] 0.951 0.001 0.039 0.952 0.970 0.985 1.002
log_lik[775] 0.874 0.001 0.043 0.875 0.894 0.911 0.929
log_lik[776] 0.568 0.001 0.052 0.568 0.592 0.613 0.635
log_lik[777] 0.247 0.001 0.072 0.248 0.280 0.309 0.341
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log_lik[779] 0.316 0.001 0.086 0.316 0.355 0.389 0.424
log_lik[780] 1.130 0.000 0.031 1.131 1.144 1.156 1.169
log_lik[781] 0.996 0.000 0.032 0.996 1.010 1.022 1.036
log_lik[782] 0.916 0.000 0.032 0.916 0.930 0.943 0.958
log_lik[783] 0.852 0.001 0.050 0.853 0.875 0.896 0.917
log_lik[784] 0.710 0.001 0.050 0.712 0.734 0.752 0.772
log_lik[785] 1.087 0.000 0.030 1.087 1.100 1.112 1.125
log_lik[786] 0.666 0.001 0.056 0.667 0.692 0.714 0.738
log_lik[787] 0.830 0.001 0.043 0.830 0.850 0.867 0.885
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log_lik[789] 0.301 0.001 0.055 0.301 0.326 0.348 0.371
log_lik[790] 0.956 0.000 0.032 0.957 0.971 0.983 0.996
log_lik[791] 1.139 0.000 0.029 1.139 1.152 1.164 1.177
log_lik[792] 1.014 0.000 0.033 1.014 1.028 1.041 1.057
log_lik[793] 1.107 0.000 0.031 1.107 1.121 1.134 1.148
log_lik[794] 0.953 0.001 0.040 0.954 0.971 0.987 1.003
log_lik[795] 0.860 0.001 0.052 0.861 0.884 0.904 0.927
log_lik[796] 0.678 0.001 0.059 0.679 0.705 0.727 0.753
log_lik[797] 0.895 0.001 0.054 0.897 0.920 0.941 0.964
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log_lik[799] 1.094 0.000 0.032 1.094 1.108 1.120 1.134
log_lik[800] 0.349 0.001 0.047 0.349 0.370 0.390 0.410
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log_lik[802] 0.678 0.001 0.046 0.679 0.700 0.718 0.737
log_lik[803] 1.060 0.000 0.033 1.060 1.074 1.088 1.103
log_lik[804] 0.852 0.001 0.039 0.852 0.869 0.885 0.902
log_lik[805] 1.071 0.000 0.032 1.072 1.085 1.098 1.112
log_lik[806] 1.076 0.001 0.037 1.077 1.093 1.108 1.122
log_lik[807] 1.141 0.000 0.029 1.141 1.153 1.165 1.178
log_lik[808] 1.137 0.000 0.029 1.137 1.150 1.162 1.175
log_lik[809] 0.574 0.001 0.055 0.575 0.599 0.620 0.645
log_lik[810] 1.045 0.000 0.032 1.046 1.060 1.072 1.086
log_lik[811] -0.506 0.001 0.081 -0.507 -0.470 -0.436 -0.400
log_lik[812] 0.501 0.001 0.046 0.502 0.522 0.540 0.561
log_lik[813] 0.656 0.001 0.050 0.657 0.679 0.698 0.719
log_lik[814] -0.354 0.001 0.071 -0.354 -0.322 -0.293 -0.264
log_lik[815] 0.755 0.001 0.046 0.756 0.776 0.794 0.813
log_lik[816] 0.878 0.001 0.039 0.878 0.895 0.910 0.928
log_lik[817] 1.062 0.001 0.044 1.063 1.083 1.098 1.116
log_lik[818] 1.100 0.000 0.030 1.099 1.113 1.125 1.139
log_lik[819] 0.342 0.001 0.053 0.343 0.366 0.387 0.410
log_lik[820] 0.417 0.001 0.052 0.416 0.441 0.462 0.483
log_lik[821] 0.789 0.001 0.065 0.790 0.819 0.845 0.872
log_lik[822] 0.981 0.000 0.034 0.981 0.996 1.010 1.025
log_lik[823] 0.049 0.001 0.059 0.049 0.076 0.099 0.123
log_lik[824] -0.196 0.001 0.067 -0.194 -0.166 -0.141 -0.111
log_lik[825] 1.124 0.000 0.030 1.124 1.137 1.148 1.162
log_lik[826] 0.472 0.001 0.048 0.473 0.495 0.514 0.533
log_lik[827] -1.262 0.001 0.067 -1.263 -1.234 -1.206 -1.175
log_lik[828] 0.021 0.001 0.057 0.020 0.046 0.070 0.093
log_lik[829] 0.914 0.000 0.037 0.914 0.930 0.945 0.960
log_lik[830] 1.041 0.000 0.033 1.041 1.056 1.069 1.083
log_lik[831] 0.706 0.001 0.040 0.706 0.724 0.739 0.756
log_lik[832] 1.019 0.001 0.042 1.021 1.039 1.055 1.072
log_lik[833] 0.933 0.000 0.032 0.933 0.947 0.960 0.974
log_lik[834] -0.942 0.001 0.061 -0.942 -0.916 -0.891 -0.863
log_lik[835] 1.097 0.001 0.035 1.097 1.112 1.126 1.141
log_lik[836] 1.024 0.000 0.031 1.024 1.037 1.050 1.064
log_lik[837] 0.046 0.001 0.081 0.046 0.083 0.114 0.149
log_lik[838] 0.241 0.001 0.050 0.242 0.263 0.283 0.304
log_lik[839] 0.837 0.000 0.036 0.837 0.853 0.867 0.883
log_lik[840] -2.418 0.001 0.076 -2.416 -2.383 -2.353 -2.321
log_lik[841] 0.757 0.001 0.081 0.760 0.796 0.825 0.859
log_lik[842] -1.639 0.002 0.111 -1.638 -1.590 -1.546 -1.497
log_lik[843] 0.244 0.002 0.098 0.244 0.289 0.330 0.368
log_lik[844] 0.427 0.001 0.074 0.429 0.460 0.490 0.521
log_lik[845] 0.630 0.001 0.073 0.631 0.665 0.692 0.724
log_lik[846] -0.043 0.001 0.066 -0.044 -0.014 0.014 0.042
log_lik[847] 1.016 0.001 0.050 1.017 1.040 1.060 1.078
log_lik[848] 0.762 0.000 0.035 0.762 0.778 0.792 0.807
log_lik[849] 0.851 0.000 0.030 0.851 0.864 0.876 0.890
log_lik[850] 0.656 0.001 0.045 0.657 0.677 0.694 0.712
log_lik[851] 0.940 0.001 0.049 0.942 0.963 0.982 1.001
log_lik[852] 1.065 0.001 0.036 1.065 1.081 1.095 1.110
log_lik[853] 0.616 0.000 0.035 0.617 0.632 0.646 0.662
log_lik[854] 1.141 0.000 0.029 1.141 1.153 1.165 1.178
log_lik[855] 1.115 0.000 0.029 1.115 1.127 1.139 1.151
log_lik[856] 0.783 0.001 0.046 0.784 0.804 0.821 0.839
log_lik[857] 1.015 0.001 0.040 1.016 1.033 1.049 1.065
log_lik[858] -0.917 0.001 0.097 -0.915 -0.875 -0.837 -0.794
log_lik[859] 0.848 0.001 0.062 0.850 0.877 0.901 0.926
log_lik[860] 1.104 0.000 0.030 1.104 1.118 1.130 1.144
log_lik[861] 1.132 0.000 0.030 1.132 1.145 1.157 1.170
log_lik[862] -0.048 0.001 0.077 -0.049 -0.014 0.016 0.051
log_lik[863] 0.397 0.001 0.056 0.397 0.422 0.445 0.469
log_lik[864] 1.134 0.000 0.029 1.134 1.146 1.158 1.172
log_lik[865] 1.135 0.000 0.031 1.135 1.148 1.160 1.174
log_lik[866] 0.026 0.001 0.069 0.026 0.057 0.085 0.113
log_lik[867] 0.518 0.001 0.068 0.518 0.548 0.575 0.604
log_lik[868] 0.010 0.001 0.081 0.009 0.046 0.079 0.113
log_lik[869] -0.280 0.001 0.064 -0.280 -0.251 -0.227 -0.196
log_lik[870] -3.187 0.001 0.095 -3.182 -3.144 -3.107 -3.067
log_lik[871] 1.129 0.000 0.030 1.129 1.142 1.154 1.168
log_lik[872] 1.138 0.000 0.029 1.138 1.150 1.162 1.176
log_lik[873] 0.243 0.001 0.045 0.242 0.262 0.281 0.300
log_lik[874] 0.374 0.001 0.048 0.376 0.396 0.415 0.433
log_lik[875] 1.140 0.000 0.029 1.140 1.152 1.164 1.177
log_lik[876] 0.588 0.001 0.044 0.589 0.608 0.625 0.644
log_lik[877] 1.135 0.000 0.029 1.135 1.147 1.159 1.173
log_lik[878] 1.004 0.000 0.028 1.004 1.016 1.027 1.040
log_lik[879] 0.919 0.000 0.036 0.920 0.936 0.950 0.965
log_lik[880] 0.551 0.001 0.040 0.552 0.569 0.584 0.602
log_lik[881] 1.138 0.000 0.029 1.138 1.151 1.163 1.176
log_lik[882] 0.668 0.001 0.042 0.667 0.686 0.704 0.722
log_lik[883] 1.015 0.000 0.031 1.015 1.028 1.040 1.054
log_lik[884] 0.153 0.001 0.051 0.152 0.176 0.195 0.220
log_lik[885] 1.087 0.001 0.040 1.088 1.106 1.121 1.137
log_lik[886] -0.322 0.001 0.060 -0.320 -0.295 -0.272 -0.248
log_lik[887] 0.827 0.000 0.032 0.827 0.841 0.854 0.869
log_lik[888] 1.141 0.000 0.029 1.141 1.154 1.166 1.179
log_lik[889] 0.978 0.000 0.030 0.978 0.991 1.003 1.017
log_lik[890] 1.104 0.000 0.033 1.104 1.118 1.132 1.146
log_lik[891] 0.252 0.001 0.060 0.253 0.279 0.303 0.327
log_lik[892] -0.406 0.001 0.058 -0.406 -0.381 -0.357 -0.332
log_lik[893] -2.235 0.001 0.083 -2.235 -2.198 -2.163 -2.129
log_lik[894] 1.085 0.000 0.033 1.086 1.100 1.113 1.128
log_lik[895] 1.112 0.000 0.029 1.112 1.125 1.137 1.150
log_lik[896] 0.766 0.001 0.050 0.766 0.788 0.807 0.829
log_lik[897] -0.234 0.001 0.060 -0.233 -0.206 -0.182 -0.159
log_lik[898] -0.179 0.001 0.074 -0.179 -0.146 -0.115 -0.084
log_lik[899] 0.500 0.001 0.044 0.501 0.519 0.537 0.556
log_lik[900] -0.041 0.001 0.064 -0.042 -0.012 0.014 0.041
log_lik[901] 0.972 0.001 0.041 0.973 0.990 1.006 1.024
log_lik[902] 0.704 0.001 0.052 0.706 0.727 0.748 0.768
log_lik[903] 1.003 0.000 0.035 1.003 1.019 1.032 1.048
log_lik[904] 1.137 0.000 0.029 1.137 1.150 1.162 1.175
log_lik[905] 1.115 0.000 0.031 1.116 1.129 1.141 1.155
log_lik[906] 1.108 0.001 0.033 1.109 1.123 1.136 1.150
log_lik[907] 1.025 0.000 0.034 1.026 1.041 1.054 1.069
log_lik[908] 0.482 0.001 0.061 0.483 0.510 0.533 0.559
log_lik[909] -0.217 0.001 0.074 -0.216 -0.183 -0.153 -0.122
log_lik[910] 0.715 0.001 0.047 0.715 0.737 0.754 0.774
log_lik[911] 1.054 0.000 0.032 1.054 1.068 1.081 1.095
log_lik[912] 0.882 0.001 0.048 0.883 0.904 0.922 0.941
log_lik[913] 0.553 0.001 0.052 0.554 0.577 0.597 0.620
log_lik[914] 1.129 0.000 0.032 1.130 1.143 1.156 1.169
log_lik[915] 0.519 0.001 0.059 0.521 0.547 0.570 0.594
log_lik[916] -0.154 0.001 0.068 -0.154 -0.123 -0.095 -0.067
log_lik[917] 0.619 0.001 0.044 0.619 0.639 0.656 0.676
log_lik[918] 1.092 0.000 0.030 1.092 1.105 1.117 1.131
log_lik[919] 0.998 0.000 0.033 0.999 1.013 1.026 1.041
log_lik[920] 0.632 0.001 0.058 0.634 0.658 0.681 0.706
log_lik[921] 0.070 0.001 0.064 0.071 0.099 0.124 0.151
log_lik[922] 0.813 0.001 0.043 0.814 0.834 0.850 0.869
log_lik[923] 0.801 0.001 0.060 0.802 0.828 0.853 0.879
log_lik[924] 0.948 0.001 0.043 0.950 0.969 0.984 1.002
log_lik[925] 0.245 0.001 0.058 0.245 0.272 0.294 0.319
log_lik[926] 0.112 0.001 0.057 0.112 0.137 0.160 0.185
log_lik[927] 1.103 0.000 0.032 1.103 1.116 1.129 1.143
log_lik[928] 0.835 0.000 0.038 0.835 0.852 0.868 0.884
log_lik[929] 1.118 0.000 0.031 1.118 1.131 1.143 1.157
log_lik[930] 1.057 0.001 0.053 1.062 1.084 1.103 1.121
log_lik[931] 0.999 0.000 0.034 1.000 1.015 1.028 1.044
log_lik[932] 0.381 0.001 0.055 0.383 0.407 0.428 0.452
log_lik[933] 0.975 0.000 0.033 0.976 0.990 1.003 1.017
log_lik[934] 0.742 0.001 0.047 0.743 0.764 0.782 0.801
log_lik[935] -1.090 0.001 0.069 -1.090 -1.060 -1.033 -1.001
log_lik[936] 0.644 0.001 0.082 0.647 0.682 0.713 0.748
log_lik[937] 1.084 0.000 0.032 1.084 1.098 1.111 1.125
log_lik[938] 1.126 0.000 0.030 1.126 1.138 1.150 1.164
log_lik[939] 1.129 0.000 0.031 1.130 1.143 1.155 1.169
log_lik[940] 1.080 0.000 0.034 1.081 1.096 1.109 1.124
log_lik[941] 1.128 0.000 0.030 1.128 1.141 1.153 1.166
log_lik[942] 1.016 0.000 0.032 1.017 1.031 1.043 1.057
log_lik[943] 0.812 0.001 0.053 0.813 0.837 0.859 0.879
log_lik[944] 1.084 0.000 0.032 1.084 1.098 1.111 1.125
log_lik[945] 0.161 0.001 0.087 0.163 0.200 0.235 0.271
log_lik[946] -0.866 0.001 0.070 -0.865 -0.834 -0.806 -0.776
log_lik[947] 0.880 0.001 0.048 0.881 0.902 0.921 0.941
log_lik[948] -2.123 0.001 0.070 -2.122 -2.092 -2.064 -2.035
log_lik[949] 1.100 0.001 0.037 1.101 1.117 1.131 1.145
log_lik[950] 1.133 0.000 0.030 1.133 1.146 1.158 1.171
log_lik[951] -0.299 0.001 0.092 -0.299 -0.259 -0.219 -0.179
log_lik[952] -0.927 0.001 0.091 -0.928 -0.886 -0.850 -0.811
log_lik[953] 1.122 0.001 0.038 1.125 1.139 1.153 1.167
log_lik[954] 1.124 0.000 0.032 1.125 1.139 1.151 1.166
log_lik[955] 0.044 0.001 0.072 0.043 0.076 0.108 0.136
log_lik[956] 1.044 0.001 0.048 1.047 1.067 1.085 1.102
log_lik[957] 1.137 0.000 0.030 1.137 1.150 1.162 1.175
log_lik[958] -0.585 0.001 0.082 -0.584 -0.549 -0.514 -0.479
log_lik[959] -0.440 0.001 0.071 -0.440 -0.409 -0.380 -0.347
log_lik[960] 0.170 0.001 0.066 0.172 0.202 0.227 0.253
log_lik[961] 0.673 0.001 0.068 0.675 0.704 0.732 0.758
log_lik[962] 1.118 0.000 0.030 1.118 1.131 1.143 1.158
log_lik[963] 1.089 0.000 0.035 1.090 1.105 1.119 1.134
log_lik[964] -0.191 0.001 0.069 -0.191 -0.159 -0.131 -0.102
log_lik[965] 0.931 0.001 0.050 0.933 0.954 0.974 0.996
log_lik[966] 0.883 0.000 0.037 0.883 0.899 0.915 0.930
log_lik[967] 0.765 0.001 0.048 0.765 0.787 0.805 0.825
log_lik[968] 0.601 0.001 0.051 0.602 0.625 0.644 0.665
log_lik[969] 1.136 0.000 0.029 1.136 1.149 1.161 1.174
log_lik[970] 0.949 0.001 0.038 0.950 0.966 0.981 0.997
log_lik[971] 0.578 0.001 0.065 0.580 0.608 0.633 0.659
log_lik[972] -1.064 0.001 0.062 -1.065 -1.037 -1.012 -0.983
log_lik[973] 0.034 0.001 0.055 0.034 0.059 0.081 0.104
log_lik[974] 1.062 0.001 0.039 1.062 1.079 1.094 1.111
log_lik[975] 1.083 0.000 0.029 1.083 1.095 1.107 1.121
log_lik[976] 1.081 0.001 0.042 1.083 1.100 1.117 1.133
log_lik[977] 1.133 0.000 0.030 1.132 1.145 1.157 1.171
log_lik[978] 0.919 0.000 0.035 0.919 0.934 0.948 0.963
log_lik[979] 0.734 0.001 0.072 0.734 0.766 0.795 0.825
log_lik[980] 1.103 0.000 0.029 1.104 1.116 1.127 1.141
log_lik[981] 1.098 0.000 0.031 1.098 1.111 1.124 1.138
log_lik[982] 1.057 0.001 0.041 1.059 1.076 1.093 1.108
log_lik[983] 0.644 0.000 0.035 0.644 0.660 0.674 0.689
log_lik[984] 0.229 0.001 0.044 0.229 0.249 0.267 0.286
log_lik[985] 0.757 0.001 0.048 0.757 0.779 0.797 0.818
log_lik[986] 1.085 0.000 0.030 1.085 1.098 1.110 1.123
log_lik[987] 0.871 0.000 0.032 0.871 0.885 0.898 0.912
log_lik[988] 1.124 0.000 0.030 1.124 1.137 1.150 1.163
log_lik[989] -3.250 0.001 0.110 -3.247 -3.201 -3.158 -3.109
log_lik[990] 0.898 0.001 0.049 0.900 0.920 0.939 0.960
log_lik[991] 0.946 0.001 0.052 0.947 0.969 0.990 1.011
log_lik[992] 0.957 0.000 0.030 0.957 0.970 0.983 0.997
log_lik[993] 0.855 0.000 0.035 0.855 0.870 0.884 0.899
log_lik[994] 0.519 0.001 0.047 0.519 0.541 0.560 0.579
log_lik[995] 0.687 0.001 0.044 0.688 0.707 0.724 0.742
log_lik[996] 1.080 0.000 0.034 1.080 1.095 1.108 1.123
log_lik[997] 1.136 0.000 0.029 1.136 1.149 1.161 1.174
log_lik[998] 1.110 0.000 0.029 1.110 1.122 1.134 1.148
log_lik[999] 1.140 0.000 0.029 1.140 1.153 1.165 1.177
log_lik[1000] 0.833 0.001 0.038 0.833 0.850 0.864 0.880
log_lik[1001] 1.052 0.001 0.036 1.053 1.069 1.082 1.098
log_lik[1002] -1.027 0.001 0.068 -1.026 -0.998 -0.970 -0.939
log_lik[1003] 1.122 0.000 0.030 1.122 1.135 1.147 1.160
log_lik[1004] 1.016 0.000 0.030 1.016 1.029 1.041 1.054
log_lik[1005] -0.454 0.001 0.063 -0.454 -0.427 -0.401 -0.373
log_lik[1006] 1.066 0.001 0.040 1.067 1.084 1.099 1.115
log_lik[1007] -0.070 0.001 0.088 -0.071 -0.031 0.006 0.043
log_lik[1008] 1.060 0.001 0.046 1.062 1.082 1.099 1.116
log_lik[1009] 0.324 0.001 0.044 0.324 0.343 0.361 0.379
log_lik[1010] 1.139 0.000 0.029 1.139 1.152 1.164 1.177
log_lik[1011] 0.487 0.001 0.038 0.487 0.504 0.519 0.537
log_lik[1012] 1.094 0.001 0.060 1.104 1.125 1.141 1.157
log_lik[1013] 1.035 0.000 0.030 1.034 1.048 1.060 1.073
log_lik[1014] 1.131 0.000 0.029 1.132 1.144 1.156 1.169
log_lik[1015] 0.068 0.001 0.049 0.068 0.091 0.111 0.132
log_lik[1016] 0.469 0.001 0.051 0.469 0.493 0.513 0.535
log_lik[1017] 1.130 0.000 0.029 1.131 1.143 1.155 1.168
log_lik[1018] -0.562 0.002 0.121 -0.562 -0.510 -0.462 -0.406
log_lik[1019] -0.326 0.002 0.152 -0.326 -0.257 -0.197 -0.130
log_lik[1020] 1.111 0.000 0.032 1.111 1.125 1.138 1.153
log_lik[1021] 0.069 0.001 0.055 0.069 0.094 0.116 0.140
log_lik[1022] 1.016 0.000 0.033 1.016 1.030 1.044 1.058
log_lik[1023] 1.032 0.000 0.032 1.032 1.047 1.059 1.073
log_lik[1024] 1.127 0.000 0.030 1.127 1.139 1.151 1.165
log_lik[1025] -2.005 0.001 0.069 -2.006 -1.976 -1.947 -1.917
log_lik[1026] 0.894 0.001 0.082 0.899 0.935 0.965 0.997
log_lik[1027] 1.140 0.000 0.029 1.140 1.153 1.165 1.178
log_lik[1028] 1.117 0.000 0.031 1.118 1.131 1.144 1.158
log_lik[1029] 0.794 0.001 0.060 0.796 0.822 0.845 0.870
log_lik[1030] 0.782 0.001 0.050 0.783 0.805 0.824 0.846
log_lik[1031] -0.297 0.001 0.057 -0.297 -0.271 -0.248 -0.223
log_lik[1032] 0.923 0.000 0.036 0.924 0.939 0.953 0.968
log_lik[1033] -1.259 0.001 0.072 -1.260 -1.228 -1.198 -1.168
log_lik[1034] 1.013 0.000 0.030 1.013 1.026 1.039 1.052
log_lik[1035] 1.121 0.000 0.029 1.121 1.133 1.145 1.159
log_lik[1036] 0.927 0.000 0.031 0.927 0.940 0.953 0.967
log_lik[1037] -0.851 0.001 0.059 -0.853 -0.825 -0.802 -0.776
log_lik[1038] 0.306 0.001 0.090 0.307 0.346 0.381 0.420
log_lik[1039] 0.488 0.001 0.049 0.488 0.510 0.529 0.551
log_lik[1040] 1.133 0.000 0.029 1.133 1.145 1.157 1.170
log_lik[1041] 0.850 0.000 0.035 0.850 0.865 0.879 0.894
log_lik[1042] 0.791 0.001 0.049 0.792 0.814 0.832 0.853
log_lik[1043] 0.610 0.001 0.039 0.610 0.628 0.643 0.660
log_lik[1044] 0.806 0.001 0.045 0.807 0.827 0.844 0.862
log_lik[1045] 1.117 0.001 0.035 1.118 1.134 1.146 1.161
log_lik[1046] 1.122 0.000 0.030 1.121 1.135 1.146 1.160
log_lik[1047] 0.889 0.001 0.048 0.892 0.912 0.931 0.950
log_lik[1048] 0.212 0.001 0.053 0.213 0.236 0.257 0.280
log_lik[1049] 1.123 0.000 0.030 1.123 1.136 1.148 1.162
log_lik[1050] 0.244 0.001 0.050 0.245 0.267 0.288 0.307
log_lik[1051] 1.112 0.000 0.030 1.112 1.125 1.137 1.151
log_lik[1052] 0.927 0.000 0.033 0.927 0.942 0.954 0.969
log_lik[1053] 1.040 0.000 0.032 1.040 1.054 1.068 1.082
log_lik[1054] 1.096 0.000 0.032 1.096 1.110 1.123 1.137
log_lik[1055] 1.092 0.000 0.030 1.093 1.105 1.118 1.131
log_lik[1056] 1.063 0.001 0.038 1.064 1.081 1.095 1.112
log_lik[1057] 1.077 0.001 0.035 1.077 1.093 1.106 1.122
log_lik[1058] 1.089 0.000 0.030 1.089 1.102 1.114 1.128
log_lik[1059] 0.557 0.001 0.046 0.559 0.578 0.595 0.616
log_lik[1060] -0.805 0.001 0.075 -0.806 -0.772 -0.740 -0.709
log_lik[1061] 1.098 0.000 0.033 1.099 1.113 1.126 1.140
log_lik[1062] -0.719 0.001 0.090 -0.720 -0.679 -0.642 -0.604
log_lik[1063] 0.438 0.001 0.054 0.440 0.463 0.484 0.508
log_lik[1064] 0.894 0.001 0.057 0.897 0.922 0.943 0.966
log_lik[1065] 0.071 0.001 0.060 0.072 0.099 0.121 0.147
log_lik[1066] 1.137 0.000 0.029 1.137 1.149 1.162 1.175
log_lik[1067] 0.496 0.001 0.053 0.497 0.521 0.541 0.563
log_lik[1068] 0.847 0.002 0.109 0.855 0.901 0.942 0.982
log_lik[1069] 1.015 0.000 0.032 1.015 1.029 1.042 1.058
log_lik[1070] 0.474 0.001 0.059 0.476 0.501 0.523 0.548
log_lik[1071] 0.456 0.001 0.058 0.458 0.484 0.506 0.530
log_lik[1072] 0.696 0.001 0.057 0.698 0.722 0.744 0.767
log_lik[1073] -0.777 0.001 0.065 -0.778 -0.749 -0.721 -0.693
log_lik[1074] 1.123 0.000 0.030 1.123 1.136 1.148 1.162
log_lik[1075] 0.687 0.001 0.064 0.688 0.716 0.741 0.769
log_lik[1076] 1.102 0.000 0.034 1.103 1.118 1.131 1.144
log_lik[1077] 0.921 0.001 0.039 0.922 0.939 0.955 0.972
log_lik[1078] 1.136 0.000 0.029 1.136 1.149 1.161 1.174
log_lik[1079] 0.205 0.001 0.070 0.206 0.238 0.264 0.293
log_lik[1080] -1.274 0.001 0.081 -1.273 -1.238 -1.208 -1.170
log_lik[1081] 1.140 0.000 0.029 1.140 1.153 1.164 1.178
log_lik[1082] 0.051 0.001 0.062 0.050 0.080 0.105 0.129
log_lik[1083] 0.366 0.001 0.085 0.367 0.404 0.437 0.472
log_lik[1084] 1.090 0.000 0.031 1.091 1.104 1.116 1.130
log_lik[1085] 0.795 0.001 0.044 0.796 0.816 0.833 0.851
log_lik[1086] 0.810 0.001 0.056 0.812 0.837 0.858 0.881
log_lik[1087] 0.820 0.001 0.043 0.821 0.840 0.857 0.876
log_lik[1088] 1.091 0.000 0.034 1.091 1.106 1.119 1.135
log_lik[1089] 1.091 0.001 0.034 1.092 1.107 1.120 1.134
log_lik[1090] 1.058 0.000 0.034 1.059 1.073 1.087 1.102
log_lik[1091] 0.001 0.002 0.109 0.001 0.050 0.096 0.143
log_lik[1092] 1.127 0.000 0.031 1.126 1.140 1.153 1.167
log_lik[1093] 0.827 0.001 0.051 0.829 0.851 0.870 0.891
log_lik[1094] 1.008 0.001 0.039 1.009 1.026 1.041 1.058
log_lik[1095] -1.649 0.002 0.108 -1.650 -1.600 -1.557 -1.511
log_lik[1096] 1.130 0.000 0.030 1.130 1.143 1.155 1.169
log_lik[1097] 0.357 0.003 0.228 0.362 0.463 0.557 0.649
log_lik[1098] 1.138 0.000 0.029 1.138 1.151 1.163 1.176
log_lik[1099] 0.858 0.001 0.041 0.859 0.877 0.893 0.910
log_lik[1100] 1.050 0.001 0.037 1.050 1.067 1.081 1.098
log_lik[1101] 1.140 0.000 0.029 1.140 1.153 1.164 1.178
log_lik[1102] 1.075 0.001 0.038 1.077 1.094 1.107 1.122
log_lik[1103] 0.766 0.001 0.051 0.767 0.789 0.810 0.830
log_lik[1104] 1.038 0.001 0.041 1.040 1.057 1.073 1.089
log_lik[1105] 0.936 0.001 0.043 0.937 0.957 0.972 0.991
log_lik[1106] 1.040 0.000 0.035 1.040 1.055 1.070 1.084
log_lik[1107] 1.137 0.000 0.030 1.137 1.150 1.162 1.176
log_lik[1108] 1.102 0.000 0.032 1.102 1.115 1.128 1.142
log_lik[1109] 0.990 0.000 0.036 0.990 1.005 1.020 1.036
log_lik[1110] 1.026 0.001 0.036 1.027 1.043 1.057 1.071
log_lik[1111] 0.816 0.001 0.044 0.816 0.836 0.853 0.872
log_lik[1112] 0.398 0.001 0.060 0.399 0.426 0.450 0.475
log_lik[1113] 1.059 0.000 0.033 1.059 1.074 1.087 1.102
log_lik[1114] 1.139 0.000 0.029 1.139 1.152 1.164 1.177
log_lik[1115] 0.547 0.001 0.055 0.547 0.571 0.593 0.618
log_lik[1116] 1.043 0.000 0.035 1.044 1.060 1.073 1.088
log_lik[1117] -0.680 0.001 0.080 -0.679 -0.644 -0.614 -0.578
log_lik[1118] 0.535 0.002 0.131 0.538 0.596 0.648 0.702
log_lik[1119] 1.007 0.001 0.063 1.012 1.039 1.062 1.084
log_lik[1120] 1.107 0.000 0.031 1.107 1.120 1.133 1.147
log_lik[1121] 1.131 0.000 0.031 1.131 1.145 1.157 1.171
log_lik[1122] 1.132 0.000 0.030 1.132 1.145 1.157 1.171
log_lik[1123] 1.131 0.000 0.030 1.131 1.144 1.156 1.169
log_lik[1124] -2.737 0.001 0.082 -2.735 -2.699 -2.665 -2.633
log_lik[1125] 0.181 0.001 0.082 0.182 0.217 0.251 0.285
log_lik[1126] 1.121 0.001 0.033 1.122 1.136 1.149 1.163
log_lik[1127] 1.117 0.000 0.032 1.117 1.131 1.143 1.157
log_lik[1128] 1.128 0.000 0.030 1.129 1.141 1.153 1.167
log_lik[1129] 0.906 0.000 0.035 0.907 0.923 0.936 0.950
log_lik[1130] 1.083 0.000 0.032 1.083 1.096 1.110 1.124
log_lik[1131] 0.996 0.001 0.040 0.996 1.014 1.029 1.047
log_lik[1132] 1.141 0.000 0.029 1.141 1.153 1.165 1.178
log_lik[1133] 0.938 0.001 0.053 0.940 0.963 0.982 1.004
log_lik[1134] 0.250 0.001 0.059 0.249 0.276 0.300 0.325
log_lik[1135] -0.020 0.001 0.068 -0.019 0.012 0.038 0.065
log_lik[1136] 1.111 0.000 0.030 1.111 1.124 1.136 1.148
log_lik[1137] 0.785 0.001 0.044 0.786 0.806 0.823 0.841
log_lik[1138] 1.104 0.000 0.030 1.105 1.117 1.129 1.142
log_lik[1139] 1.049 0.000 0.031 1.050 1.064 1.076 1.089
log_lik[1140] 0.937 0.001 0.042 0.938 0.957 0.973 0.990
log_lik[1141] 1.136 0.000 0.030 1.136 1.149 1.161 1.175
log_lik[1142] 1.097 0.000 0.031 1.097 1.110 1.124 1.137
log_lik[1143] 0.264 0.001 0.083 0.265 0.301 0.333 0.369
log_lik[1144] 1.133 0.000 0.030 1.133 1.146 1.158 1.171
log_lik[1145] 0.330 0.001 0.065 0.331 0.360 0.385 0.413
log_lik[1146] 0.527 0.001 0.064 0.528 0.556 0.582 0.609
log_lik[1147] -1.321 0.001 0.073 -1.322 -1.290 -1.260 -1.226
log_lik[1148] -1.516 0.001 0.070 -1.517 -1.486 -1.457 -1.425
log_lik[1149] 1.133 0.000 0.030 1.134 1.146 1.159 1.172
log_lik[1150] 1.140 0.000 0.029 1.140 1.153 1.165 1.178
log_lik[1151] 1.101 0.000 0.029 1.101 1.113 1.125 1.138
log_lik[1152] 1.044 0.000 0.030 1.044 1.057 1.069 1.083
log_lik[1153] 0.940 0.000 0.031 0.940 0.953 0.965 0.979
log_lik[1154] 1.008 0.000 0.030 1.009 1.022 1.034 1.047
log_lik[1155] -3.610 0.002 0.150 -3.608 -3.543 -3.484 -3.420
log_lik[1156] 1.109 0.001 0.037 1.111 1.127 1.140 1.154
log_lik[1157] 1.120 0.000 0.029 1.121 1.133 1.145 1.157
log_lik[1158] 1.063 0.000 0.034 1.064 1.078 1.091 1.106
log_lik[1159] 1.133 0.000 0.029 1.134 1.146 1.157 1.171
log_lik[1160] 1.033 0.000 0.031 1.033 1.047 1.059 1.072
log_lik[1161] 0.882 0.000 0.035 0.882 0.898 0.911 0.928
log_lik[1162] 1.025 0.000 0.029 1.025 1.038 1.049 1.063
log_lik[1163] 0.904 0.000 0.035 0.905 0.920 0.934 0.949
log_lik[1164] 0.896 0.001 0.044 0.898 0.917 0.934 0.951
log_lik[1165] 1.134 0.000 0.029 1.134 1.147 1.159 1.172
log_lik[1166] 1.120 0.000 0.029 1.120 1.133 1.145 1.158
log_lik[1167] 0.970 0.001 0.040 0.969 0.987 1.003 1.021
log_lik[1168] 1.091 0.000 0.029 1.091 1.103 1.115 1.127
log_lik[1169] 0.599 0.001 0.038 0.599 0.617 0.631 0.649
log_lik[1170] 1.036 0.001 0.041 1.037 1.055 1.071 1.088
log_lik[1171] 0.037 0.001 0.084 0.036 0.074 0.111 0.146
log_lik[1172] 0.138 0.001 0.072 0.139 0.171 0.200 0.231
log_lik[1173] 0.288 0.001 0.053 0.288 0.311 0.333 0.354
log_lik[1174] 1.011 0.000 0.030 1.010 1.024 1.036 1.050
log_lik[1175] 0.883 0.001 0.037 0.884 0.900 0.914 0.930
log_lik[1176] 0.958 0.001 0.037 0.959 0.975 0.989 1.006
log_lik[1177] 1.117 0.000 0.030 1.117 1.130 1.142 1.156
log_lik[1178] 1.132 0.000 0.032 1.132 1.146 1.159 1.172
log_lik[1179] -1.387 0.001 0.071 -1.388 -1.356 -1.327 -1.297
log_lik[1180] 0.950 0.001 0.039 0.951 0.967 0.983 1.000
log_lik[1181] 1.126 0.000 0.029 1.126 1.138 1.150 1.163
log_lik[1182] 1.063 0.000 0.032 1.064 1.078 1.091 1.104
log_lik[1183] 0.770 0.001 0.044 0.771 0.791 0.807 0.826
log_lik[1184] 0.215 0.001 0.063 0.216 0.244 0.270 0.296
log_lik[1185] 1.138 0.000 0.029 1.138 1.151 1.163 1.176
log_lik[1186] 0.972 0.001 0.045 0.974 0.993 1.010 1.028
log_lik[1187] 1.093 0.000 0.030 1.092 1.106 1.118 1.132
log_lik[1188] 1.121 0.000 0.031 1.121 1.136 1.148 1.162
log_lik[1189] 0.849 0.001 0.040 0.850 0.867 0.883 0.900
log_lik[1190] 1.096 0.000 0.030 1.096 1.108 1.120 1.134
log_lik[1191] 0.973 0.000 0.035 0.973 0.988 1.003 1.019
log_lik[1192] 0.941 0.000 0.035 0.941 0.957 0.971 0.986
log_lik[1193] 0.520 0.001 0.046 0.520 0.541 0.559 0.578
log_lik[1194] -0.531 0.001 0.065 -0.531 -0.502 -0.476 -0.449
log_lik[1195] 0.697 0.000 0.038 0.697 0.714 0.729 0.745
log_lik[1196] 1.039 0.001 0.045 1.041 1.061 1.078 1.096
log_lik[1197] 1.029 0.000 0.030 1.029 1.042 1.053 1.067
log_lik[1198] 0.989 0.000 0.028 0.989 1.001 1.013 1.026
log_lik[1199] 0.904 0.000 0.035 0.904 0.919 0.934 0.951
log_lik[1200] 0.755 0.000 0.034 0.755 0.770 0.783 0.798
log_lik[1201] 0.373 0.001 0.055 0.372 0.397 0.420 0.443
log_lik[1202] 1.087 0.000 0.029 1.087 1.099 1.111 1.124
log_lik[1203] 1.141 0.000 0.029 1.141 1.154 1.165 1.179
log_lik[1204] 1.116 0.000 0.029 1.116 1.128 1.140 1.154
log_lik[1205] 1.053 0.000 0.030 1.052 1.066 1.078 1.092
log_lik[1206] 1.081 0.000 0.032 1.081 1.095 1.107 1.121
log_lik[1207] 1.026 0.000 0.029 1.026 1.038 1.050 1.064
log_lik[1208] 0.878 0.000 0.030 0.878 0.892 0.903 0.917
log_lik[1209] -0.272 0.001 0.058 -0.272 -0.246 -0.222 -0.198
log_lik[1210] 0.877 0.000 0.030 0.878 0.891 0.903 0.916
log_lik[1211] 0.745 0.001 0.041 0.745 0.764 0.780 0.796
log_lik[1212] 0.840 0.001 0.055 0.842 0.866 0.887 0.909
log_lik[1213] 1.075 0.000 0.031 1.076 1.089 1.101 1.115
log_lik[1214] 1.137 0.000 0.029 1.137 1.149 1.161 1.174
log_lik[1215] 0.745 0.001 0.076 0.748 0.782 0.809 0.841
log_lik[1216] 0.342 0.001 0.061 0.343 0.370 0.394 0.420
log_lik[1217] 1.130 0.000 0.030 1.130 1.143 1.156 1.169
log_lik[1218] 1.123 0.000 0.029 1.123 1.135 1.147 1.160
log_lik[1219] 0.739 0.001 0.098 0.742 0.784 0.824 0.864
log_lik[1220] -0.987 0.001 0.083 -0.988 -0.951 -0.915 -0.878
log_lik[1221] 0.676 0.001 0.076 0.678 0.711 0.741 0.771
log_lik[1222] -1.391 0.001 0.089 -1.390 -1.351 -1.318 -1.280
log_lik[1223] 0.845 0.001 0.039 0.845 0.863 0.878 0.895
log_lik[1224] 0.639 0.001 0.043 0.640 0.659 0.676 0.694
log_lik[1225] 1.123 0.000 0.030 1.123 1.136 1.148 1.162
log_lik[1226] -0.561 0.001 0.059 -0.562 -0.534 -0.511 -0.485
log_lik[1227] 0.974 0.000 0.033 0.974 0.988 1.001 1.017
log_lik[1228] 0.677 0.000 0.037 0.678 0.694 0.709 0.725
log_lik[1229] 0.899 0.000 0.033 0.899 0.914 0.927 0.941
log_lik[1230] 0.906 0.001 0.043 0.908 0.926 0.943 0.960
log_lik[1231] 1.126 0.000 0.030 1.126 1.139 1.151 1.165
log_lik[1232] -0.008 0.001 0.061 -0.008 0.019 0.043 0.069
log_lik[1233] 1.079 0.001 0.035 1.080 1.096 1.109 1.123
log_lik[1234] 0.831 0.001 0.052 0.832 0.854 0.875 0.897
log_lik[1235] 0.986 0.001 0.040 0.988 1.006 1.020 1.037
log_lik[1236] 1.123 0.000 0.030 1.123 1.136 1.148 1.162
log_lik[1237] 1.022 0.000 0.034 1.023 1.038 1.051 1.067
log_lik[1238] 0.222 0.002 0.108 0.223 0.272 0.314 0.358
log_lik[1239] 0.337 0.001 0.086 0.339 0.375 0.410 0.446
log_lik[1240] 0.244 0.001 0.069 0.245 0.276 0.303 0.332
log_lik[1241] 1.132 0.000 0.030 1.132 1.145 1.157 1.171
log_lik[1242] 1.064 0.000 0.031 1.064 1.078 1.090 1.104
log_lik[1243] -0.242 0.001 0.061 -0.242 -0.214 -0.190 -0.164
log_lik[1244] 1.116 0.000 0.031 1.116 1.130 1.142 1.155
log_lik[1245] 0.855 0.001 0.044 0.857 0.876 0.893 0.912
log_lik[1246] 0.811 0.001 0.069 0.813 0.843 0.869 0.899
log_lik[1247] 1.067 0.000 0.036 1.068 1.083 1.098 1.113
log_lik[1248] 0.560 0.001 0.063 0.560 0.589 0.613 0.639
log_lik[1249] -0.302 0.001 0.076 -0.302 -0.267 -0.237 -0.205
log_lik[1250] 0.483 0.001 0.059 0.484 0.511 0.533 0.558
log_lik[1251] 0.819 0.001 0.045 0.820 0.841 0.858 0.876
log_lik[1252] 0.882 0.001 0.051 0.883 0.906 0.925 0.946
log_lik[1253] 1.129 0.000 0.030 1.129 1.142 1.154 1.168
log_lik[1254] 0.332 0.001 0.059 0.333 0.360 0.382 0.407
log_lik[1255] 0.806 0.001 0.058 0.807 0.832 0.855 0.881
log_lik[1256] -0.874 0.001 0.078 -0.874 -0.840 -0.809 -0.773
log_lik[1257] 0.797 0.001 0.042 0.798 0.817 0.833 0.849
log_lik[1258] 0.722 0.001 0.045 0.722 0.743 0.761 0.780
log_lik[1259] 1.140 0.000 0.029 1.139 1.152 1.164 1.177
log_lik[1260] 0.485 0.001 0.049 0.486 0.508 0.527 0.547
log_lik[1261] -1.071 0.001 0.081 -1.072 -1.035 -1.003 -0.966
log_lik[1262] -0.741 0.001 0.078 -0.742 -0.708 -0.674 -0.640
log_lik[1263] 0.571 0.001 0.066 0.572 0.600 0.626 0.654
log_lik[1264] 1.090 0.000 0.034 1.091 1.106 1.119 1.132
log_lik[1265] 1.131 0.000 0.030 1.131 1.143 1.155 1.169
log_lik[1266] 0.913 0.001 0.042 0.914 0.932 0.949 0.966
log_lik[1267] 0.084 0.002 0.113 0.086 0.136 0.180 0.228
log_lik[1268] 1.028 0.000 0.035 1.028 1.044 1.058 1.073
log_lik[1269] 1.080 0.000 0.031 1.081 1.094 1.106 1.121
log_lik[1270] -0.840 0.001 0.078 -0.842 -0.806 -0.774 -0.740
log_lik[1271] 1.049 0.000 0.034 1.049 1.064 1.078 1.092
log_lik[1272] 0.921 0.001 0.039 0.921 0.939 0.954 0.971
log_lik[1273] 1.055 0.000 0.031 1.055 1.068 1.081 1.096
log_lik[1274] 1.094 0.000 0.033 1.094 1.109 1.122 1.137
log_lik[1275] 0.974 0.000 0.036 0.975 0.990 1.004 1.019
log_lik[1276] 0.636 0.001 0.045 0.637 0.657 0.674 0.693
log_lik[1277] 1.088 0.000 0.031 1.088 1.102 1.114 1.128
log_lik[1278] 0.464 0.001 0.051 0.464 0.487 0.507 0.530
log_lik[1279] 0.873 0.001 0.054 0.875 0.898 0.919 0.941
log_lik[1280] 0.351 0.001 0.076 0.351 0.385 0.416 0.449
log_lik[1281] 0.632 0.001 0.067 0.634 0.664 0.690 0.718
log_lik[1282] 0.052 0.002 0.100 0.054 0.097 0.136 0.179
log_lik[1283] 0.736 0.001 0.060 0.737 0.764 0.788 0.812
log_lik[1284] 0.874 0.001 0.061 0.875 0.901 0.925 0.949
log_lik[1285] -0.923 0.001 0.069 -0.922 -0.891 -0.864 -0.836
log_lik[1286] 0.678 0.001 0.058 0.679 0.706 0.727 0.751
log_lik[1287] 1.112 0.000 0.032 1.111 1.126 1.139 1.153
log_lik[1288] 0.164 0.002 0.102 0.166 0.209 0.249 0.293
log_lik[1289] 0.764 0.001 0.054 0.765 0.789 0.810 0.834
log_lik[1290] 1.109 0.000 0.032 1.108 1.123 1.135 1.151
log_lik[1291] 0.035 0.001 0.065 0.036 0.065 0.090 0.119
log_lik[1292] 0.814 0.001 0.046 0.814 0.835 0.853 0.872
log_lik[1293] 0.340 0.001 0.072 0.341 0.373 0.402 0.433
log_lik[1294] 1.025 0.001 0.052 1.027 1.050 1.070 1.090
log_lik[1295] 0.650 0.001 0.052 0.651 0.675 0.694 0.715
log_lik[1296] 1.140 0.000 0.029 1.140 1.152 1.164 1.177
log_lik[1297] 0.497 0.001 0.058 0.498 0.524 0.546 0.571
log_lik[1298] 0.468 0.001 0.067 0.469 0.499 0.526 0.555
log_lik[1299] 0.234 0.001 0.069 0.234 0.265 0.293 0.321
log_lik[1300] 1.120 0.000 0.032 1.120 1.134 1.146 1.161
log_lik[1301] 0.673 0.001 0.055 0.675 0.698 0.720 0.743
log_lik[1302] 1.086 0.001 0.036 1.087 1.102 1.116 1.131
log_lik[1303] 0.951 0.001 0.041 0.953 0.970 0.986 1.004
log_lik[1304] 1.108 0.000 0.032 1.108 1.122 1.135 1.150
log_lik[1305] 0.846 0.001 0.046 0.847 0.867 0.885 0.905
log_lik[1306] 1.051 0.001 0.058 1.056 1.080 1.099 1.119
log_lik[1307] 1.090 0.001 0.040 1.091 1.108 1.124 1.140
log_lik[1308] 0.893 0.001 0.054 0.894 0.919 0.939 0.961
log_lik[1309] 0.123 0.001 0.072 0.125 0.157 0.184 0.214
log_lik[1310] 0.747 0.001 0.067 0.748 0.777 0.805 0.834
log_lik[1311] 1.123 0.001 0.036 1.125 1.140 1.153 1.167
log_lik[1312] 1.064 0.001 0.036 1.065 1.080 1.094 1.108
log_lik[1313] 0.595 0.001 0.058 0.597 0.622 0.645 0.669
log_lik[1314] 0.634 0.001 0.085 0.636 0.674 0.707 0.744
log_lik[1315] 0.962 0.001 0.040 0.962 0.979 0.996 1.013
log_lik[1316] 0.620 0.001 0.057 0.620 0.646 0.668 0.693
log_lik[1317] 1.110 0.001 0.038 1.113 1.128 1.142 1.156
log_lik[1318] 0.947 0.001 0.040 0.948 0.966 0.981 0.998
log_lik[1319] 0.232 0.001 0.055 0.232 0.256 0.279 0.302
log_lik[1320] -0.049 0.001 0.071 -0.049 -0.018 0.010 0.043
log_lik[1321] 0.529 0.001 0.048 0.529 0.551 0.570 0.590
log_lik[1322] 1.134 0.000 0.029 1.134 1.146 1.158 1.172
log_lik[1323] 0.625 0.001 0.042 0.625 0.644 0.660 0.679
log_lik[1324] 0.429 0.001 0.051 0.429 0.451 0.472 0.493
log_lik[1325] 0.089 0.001 0.054 0.090 0.114 0.135 0.157
log_lik[1326] 1.122 0.000 0.029 1.122 1.134 1.146 1.160
log_lik[1327] 0.962 0.000 0.033 0.963 0.977 0.990 1.005
log_lik[1328] 0.396 0.001 0.069 0.396 0.427 0.455 0.484
log_lik[1329] 0.979 0.000 0.034 0.980 0.994 1.007 1.022
log_lik[1330] 0.779 0.001 0.044 0.780 0.800 0.817 0.834
log_lik[1331] 0.899 0.001 0.044 0.900 0.920 0.937 0.954
log_lik[1332] 1.084 0.000 0.034 1.084 1.099 1.113 1.128
log_lik[1333] 1.140 0.000 0.029 1.140 1.153 1.165 1.178
log_lik[1334] 1.007 0.001 0.040 1.008 1.026 1.042 1.058
log_lik[1335] -1.641 0.001 0.066 -1.641 -1.612 -1.587 -1.558
log_lik[1336] 1.020 0.001 0.047 1.022 1.043 1.060 1.079
log_lik[1337] 0.285 0.001 0.064 0.286 0.315 0.339 0.364
log_lik[1338] 1.135 0.000 0.030 1.135 1.148 1.159 1.172
log_lik[1339] 0.685 0.001 0.055 0.687 0.711 0.732 0.755
log_lik[1340] 1.121 0.000 0.031 1.121 1.135 1.147 1.161
log_lik[1341] 0.333 0.001 0.057 0.334 0.360 0.383 0.407
log_lik[1342] 0.831 0.002 0.103 0.836 0.881 0.919 0.959
log_lik[1343] 0.782 0.001 0.059 0.783 0.809 0.832 0.859
log_lik[1344] 0.894 0.001 0.051 0.896 0.919 0.938 0.958
log_lik[1345] 1.115 0.000 0.030 1.115 1.127 1.139 1.153
log_lik[1346] 0.789 0.001 0.045 0.790 0.810 0.827 0.845
log_lik[1347] 0.784 0.001 0.040 0.785 0.802 0.818 0.835
log_lik[1348] 0.785 0.001 0.040 0.785 0.803 0.819 0.836
log_lik[1349] 0.187 0.001 0.064 0.188 0.217 0.240 0.269
log_lik[1350] 1.126 0.000 0.030 1.125 1.138 1.150 1.164
log_lik[1351] 1.105 0.000 0.029 1.105 1.118 1.130 1.143
log_lik[1352] 1.140 0.000 0.029 1.140 1.153 1.165 1.178
log_lik[1353] 1.113 0.000 0.031 1.113 1.125 1.138 1.152
log_lik[1354] 1.037 0.000 0.031 1.037 1.051 1.063 1.076
log_lik[1355] 1.025 0.001 0.043 1.026 1.044 1.061 1.080
log_lik[1356] 1.140 0.000 0.029 1.140 1.153 1.165 1.177
log_lik[1357] 0.648 0.001 0.046 0.650 0.669 0.687 0.707
log_lik[1358] -1.282 0.001 0.062 -1.282 -1.255 -1.230 -1.200
log_lik[1359] 0.842 0.001 0.047 0.844 0.864 0.883 0.901
log_lik[1360] 0.201 0.001 0.060 0.201 0.229 0.252 0.278
log_lik[1361] -0.520 0.001 0.065 -0.522 -0.491 -0.464 -0.437
log_lik[1362] 0.575 0.001 0.060 0.577 0.603 0.628 0.651
log_lik[1363] 0.957 0.001 0.041 0.958 0.976 0.993 1.010
log_lik[1364] 0.728 0.001 0.063 0.730 0.759 0.781 0.807
log_lik[1365] -1.871 0.001 0.069 -1.870 -1.840 -1.813 -1.782
log_lik[1366] 1.139 0.000 0.029 1.139 1.152 1.164 1.177
log_lik[1367] 0.944 0.001 0.047 0.946 0.966 0.984 1.003
log_lik[1368] 0.949 0.001 0.042 0.951 0.968 0.985 1.003
log_lik[1369] 1.091 0.000 0.033 1.091 1.106 1.119 1.134
log_lik[1370] 0.762 0.001 0.066 0.764 0.793 0.820 0.847
log_lik[1371] -0.484 0.001 0.081 -0.485 -0.448 -0.414 -0.381
log_lik[1372] 0.989 0.001 0.044 0.990 1.009 1.026 1.044
log_lik[1373] -0.192 0.001 0.078 -0.191 -0.156 -0.126 -0.093
log_lik[1374] 1.130 0.000 0.030 1.130 1.143 1.155 1.168
log_lik[1375] 0.738 0.001 0.051 0.739 0.761 0.781 0.803
log_lik[1376] 0.782 0.001 0.054 0.783 0.808 0.829 0.852
log_lik[1377] 0.964 0.001 0.041 0.964 0.982 0.999 1.017
log_lik[1378] 0.773 0.001 0.054 0.775 0.798 0.819 0.842
log_lik[1379] 1.138 0.000 0.029 1.138 1.151 1.163 1.176
log_lik[1380] 0.946 0.001 0.054 0.947 0.971 0.991 1.013
log_lik[1381] 0.464 0.001 0.071 0.465 0.496 0.524 0.555
log_lik[1382] 0.184 0.001 0.066 0.186 0.214 0.240 0.268
log_lik[1383] 0.871 0.001 0.058 0.873 0.898 0.920 0.945
log_lik[1384] 1.135 0.000 0.030 1.135 1.148 1.160 1.173
log_lik[1385] 1.064 0.001 0.039 1.064 1.081 1.097 1.112
log_lik[1386] 0.405 0.001 0.058 0.404 0.432 0.454 0.478
log_lik[1387] 1.013 0.000 0.037 1.014 1.030 1.044 1.059
log_lik[1388] 1.084 0.000 0.033 1.084 1.098 1.112 1.126
log_lik[1389] 1.007 0.001 0.046 1.009 1.029 1.047 1.065
log_lik[1390] 1.125 0.000 0.030 1.125 1.138 1.150 1.164
log_lik[1391] 1.116 0.000 0.031 1.116 1.130 1.143 1.157
log_lik[1392] 1.115 0.000 0.031 1.115 1.129 1.141 1.154
log_lik[1393] 1.133 0.000 0.030 1.133 1.146 1.158 1.172
log_lik[1394] 0.517 0.001 0.064 0.518 0.546 0.572 0.600
log_lik[1395] 0.777 0.001 0.052 0.778 0.801 0.821 0.843
log_lik[1396] -0.199 0.001 0.088 -0.199 -0.159 -0.126 -0.088
log_lik[1397] -0.098 0.001 0.074 -0.097 -0.065 -0.036 -0.004
log_lik[1398] -0.471 0.001 0.069 -0.472 -0.439 -0.411 -0.383
log_lik[1399] -1.822 0.001 0.102 -1.824 -1.778 -1.738 -1.690
log_lik[1400] 0.730 0.001 0.056 0.731 0.756 0.778 0.801
log_lik[1401] -0.926 0.001 0.074 -0.927 -0.892 -0.864 -0.830
log_lik[1402] 0.955 0.001 0.048 0.956 0.977 0.995 1.015
log_lik[1403] -0.202 0.001 0.057 -0.203 -0.176 -0.153 -0.127
log_lik[1404] 0.819 0.001 0.045 0.819 0.840 0.857 0.878
log_lik[1405] 1.125 0.000 0.031 1.125 1.138 1.151 1.164
log_lik[1406] 0.974 0.001 0.042 0.975 0.993 1.010 1.027
log_lik[1407] 0.843 0.001 0.042 0.844 0.863 0.878 0.897
log_lik[1408] 1.139 0.000 0.029 1.139 1.152 1.163 1.177
log_lik[1409] 1.075 0.000 0.035 1.076 1.091 1.104 1.118
log_lik[1410] -1.837 0.001 0.072 -1.837 -1.804 -1.776 -1.745
log_lik[1411] 1.138 0.000 0.030 1.138 1.151 1.162 1.176
log_lik[1412] -0.104 0.001 0.077 -0.105 -0.069 -0.037 -0.004
log_lik[1413] -1.097 0.001 0.059 -1.097 -1.071 -1.047 -1.020
log_lik[1414] 0.060 0.003 0.167 0.062 0.132 0.201 0.273
log_lik[1415] -3.566 0.002 0.125 -3.563 -3.510 -3.459 -3.408
log_lik[1416] -0.721 0.001 0.073 -0.721 -0.688 -0.659 -0.626
log_lik[1417] -0.314 0.001 0.060 -0.312 -0.287 -0.264 -0.237
log_lik[1418] 0.842 0.001 0.071 0.846 0.875 0.901 0.930
log_lik[1419] -2.419 0.002 0.115 -2.420 -2.368 -2.319 -2.272
log_lik[1420] 1.108 0.001 0.041 1.111 1.127 1.142 1.157
log_lik[1421] -0.533 0.001 0.066 -0.532 -0.503 -0.478 -0.449
log_lik[1422] 0.602 0.001 0.070 0.605 0.634 0.660 0.690
log_lik[1423] -0.805 0.001 0.087 -0.805 -0.767 -0.732 -0.694
log_lik[1424] -6.610 0.004 0.254 -6.600 -6.491 -6.398 -6.290
log_lik[1425] -3.967 0.003 0.173 -3.965 -3.888 -3.823 -3.746
log_lik[1426] -0.299 0.002 0.106 -0.298 -0.251 -0.210 -0.165
log_lik[1427] 0.776 0.003 0.211 0.802 0.892 0.961 1.028
log_lik[1428] -0.996 0.003 0.205 -0.997 -0.907 -0.823 -0.735
log_lik[1429] 0.753 0.001 0.093 0.757 0.795 0.830 0.870
log_lik[1430] 0.709 0.001 0.072 0.711 0.743 0.771 0.802
log_lik[1431] -0.149 0.002 0.146 -0.145 -0.086 -0.025 0.035
log_lik[1432] 0.638 0.002 0.170 0.649 0.720 0.784 0.855
log_lik[1433] -2.503 0.002 0.143 -2.504 -2.439 -2.382 -2.320
log_lik[1434] 1.055 0.001 0.046 1.057 1.077 1.094 1.112
log_lik[1435] 0.293 0.002 0.112 0.294 0.344 0.388 0.436
log_lik[1436] 0.888 0.001 0.089 0.893 0.931 0.964 0.997
log_lik[1437] 1.066 0.001 0.044 1.068 1.087 1.104 1.121
log_lik[1438] -0.499 0.003 0.158 -0.500 -0.428 -0.367 -0.298
log_lik[1439] -0.116 0.002 0.106 -0.114 -0.069 -0.025 0.019
log_lik[1440] 0.476 0.001 0.083 0.478 0.515 0.546 0.581
log_lik[1441] 0.922 0.001 0.067 0.926 0.954 0.979 1.006
log_lik[1442] 1.088 0.001 0.051 1.094 1.114 1.131 1.148
log_lik[1443] 0.661 0.001 0.079 0.663 0.697 0.728 0.759
log_lik[1444] 0.232 0.002 0.136 0.235 0.294 0.346 0.404
log_lik[1445] -0.552 0.002 0.124 -0.550 -0.496 -0.449 -0.394
log_lik[1446] 0.987 0.001 0.062 0.990 1.018 1.042 1.064
log_lik[1447] -0.065 0.003 0.173 -0.062 0.013 0.084 0.159
log_lik[1448] 0.606 0.001 0.063 0.606 0.634 0.660 0.686
log_lik[1449] -0.688 0.001 0.067 -0.688 -0.659 -0.633 -0.601
log_lik[1450] -5.633 0.003 0.199 -5.626 -5.539 -5.467 -5.383
log_lik[1451] 0.823 0.002 0.159 0.840 0.908 0.961 1.015
log_lik[1452] 1.035 0.001 0.060 1.040 1.065 1.085 1.107
log_lik[1453] 0.091 0.001 0.067 0.091 0.121 0.147 0.175
log_lik[1454] 0.402 0.001 0.097 0.402 0.446 0.484 0.527
log_lik[1455] -1.076 0.002 0.140 -1.078 -1.015 -0.961 -0.899
log_lik[1456] 1.071 0.001 0.044 1.073 1.091 1.107 1.127
log_lik[1457] 0.398 0.002 0.126 0.404 0.457 0.504 0.553
log_lik[1458] 0.380 0.001 0.074 0.381 0.414 0.442 0.474
log_lik[1459] 0.753 0.002 0.101 0.755 0.801 0.840 0.880
log_lik[1460] -4.164 0.002 0.131 -4.160 -4.104 -4.054 -4.001
y_hat 12.305 0.003 0.215 12.304 12.358 12.419 12.497
lp__ 1326.045 0.039 2.115 1326.384 1327.232 1327.863 1328.432
n_eff Rhat
alpha 6212 0.999
beta[1] 4189 1.001
beta[2] 4168 1.001
beta[3] 3542 1.000
beta_mu[1] 5272 1.000
beta_mu[2] 5362 1.000
beta_mu[3] 4526 1.000
sigma 4082 1.000
nu 3947 1.000
mu[1] 5650 1.001
mu[2] 5392 1.000
mu[3] 4953 1.001
mu[4] 5071 1.000
mu[5] 4707 1.001
mu[6] 5207 1.001
mu[7] 4134 1.001
mu[8] 3818 1.001
mu[9] 5618 1.001
mu[10] 5186 1.000
mu[11] 5338 1.000
mu[12] 5031 1.001
mu[13] 5342 1.000
mu[14] 5612 1.001
mu[15] 4687 1.002
mu[16] 5037 1.000
mu[17] 4081 1.001
mu[18] 4772 1.001
mu[19] 5482 1.001
mu[20] 5059 1.001
mu[21] 5378 1.001
mu[22] 5520 1.000
mu[23] 5241 1.001
mu[24] 5406 1.000
mu[25] 5740 1.001
mu[26] 4927 1.001
mu[27] 4469 1.000
mu[28] 4122 1.000
mu[29] 5593 1.000
mu[30] 4898 1.000
mu[31] 4592 1.001
mu[32] 4820 1.001
mu[33] 5231 1.001
mu[34] 5635 1.000
mu[35] 4322 1.001
mu[36] 4957 1.000
mu[37] 4793 1.001
mu[38] 4594 1.001
mu[39] 5609 1.000
mu[40] 4292 1.000
mu[41] 5668 1.000
mu[42] 4877 1.000
mu[43] 5882 1.000
mu[44] 4713 1.000
mu[45] 5056 1.000
mu[46] 4793 1.001
mu[47] 4489 1.001
mu[48] 4508 1.000
mu[49] 4699 1.000
mu[50] 4171 1.000
mu[51] 4829 1.000
mu[52] 4583 1.001
mu[53] 5683 1.000
mu[54] 5335 1.000
mu[55] 4005 1.001
mu[56] 5512 1.000
mu[57] 4406 1.001
mu[58] 5765 1.000
mu[59] 5210 1.000
mu[60] 5456 1.000
mu[61] 3819 1.000
mu[62] 4696 1.000
mu[63] 4751 1.000
mu[64] 5237 1.000
mu[65] 4430 1.000
mu[66] 5368 1.000
mu[67] 5424 1.000
mu[68] 4956 1.000
mu[69] 4342 1.000
mu[70] 4935 1.000
mu[71] 4327 1.001
mu[72] 4743 1.001
mu[73] 5082 1.000
mu[74] 5722 1.000
mu[75] 4877 1.000
mu[76] 4861 1.000
mu[77] 5932 0.999
mu[78] 5405 1.000
mu[79] 5260 1.000
mu[80] 4584 1.000
mu[81] 5556 1.000
mu[82] 5891 1.000
mu[83] 5261 1.000
mu[84] 4119 1.000
mu[85] 5287 1.000
mu[86] 4787 1.001
mu[87] 4777 1.001
mu[88] 5110 1.000
mu[89] 4941 1.000
mu[90] 4765 1.001
mu[91] 5467 1.001
mu[92] 5698 1.000
mu[93] 5774 1.000
mu[94] 5143 1.000
mu[95] 4985 1.001
mu[96] 4889 1.001
mu[97] 5303 1.000
mu[98] 5042 1.001
mu[99] 4975 0.999
mu[100] 5775 1.000
mu[101] 4164 1.001
mu[102] 4473 1.000
mu[103] 5203 0.999
mu[104] 4495 1.001
mu[105] 4384 1.000
mu[106] 4680 1.000
mu[107] 5605 1.000
mu[108] 5071 1.000
mu[109] 4919 1.000
mu[110] 4789 1.001
mu[111] 5123 1.000
mu[112] 4345 1.000
mu[113] 4690 1.001
mu[114] 5858 1.000
mu[115] 4376 1.000
mu[116] 4426 1.001
mu[117] 4878 1.001
mu[118] 4942 1.000
mu[119] 5430 1.000
mu[120] 5923 1.000
mu[121] 5690 1.000
mu[122] 4910 1.000
mu[123] 5274 1.000
mu[124] 6259 0.999
mu[125] 4313 1.001
mu[126] 4985 1.001
mu[127] 4201 1.000
mu[128] 5376 1.000
mu[129] 4178 1.000
mu[130] 5115 1.000
mu[131] 6060 1.000
mu[132] 4595 1.000
mu[133] 4864 1.001
mu[134] 5787 1.000
mu[135] 6083 1.000
mu[136] 5286 1.000
mu[137] 4457 1.001
mu[138] 5010 1.001
mu[139] 6233 1.000
mu[140] 4889 1.000
mu[141] 3704 1.000
mu[142] 4989 1.001
mu[143] 5850 0.999
mu[144] 5966 0.999
mu[145] 4564 1.000
mu[146] 6159 1.000
mu[147] 4732 1.000
mu[148] 5671 1.000
mu[149] 4982 1.000
mu[150] 6014 1.000
mu[151] 4359 1.000
mu[152] 4505 1.000
mu[153] 4654 1.000
mu[154] 5026 1.000
mu[155] 5872 1.000
mu[156] 4077 1.001
mu[157] 4053 1.000
mu[158] 4881 1.000
mu[159] 4858 1.000
mu[160] 5136 1.001
mu[161] 5201 1.000
mu[162] 4733 1.000
mu[163] 5461 1.000
mu[164] 4243 1.000
mu[165] 5647 1.000
mu[166] 4738 1.001
mu[167] 6127 1.000
mu[168] 5371 1.000
mu[169] 3915 1.001
mu[170] 4184 1.001
mu[171] 3909 1.000
mu[172] 4454 1.001
mu[173] 4237 1.001
mu[174] 4622 1.000
mu[175] 4288 1.001
mu[176] 4500 1.001
mu[177] 4304 1.001
mu[178] 4999 1.001
mu[179] 3882 1.001
mu[180] 4246 1.001
mu[181] 4799 1.001
mu[182] 4650 1.001
mu[183] 4861 1.001
mu[184] 4281 1.000
mu[185] 5024 1.000
mu[186] 5150 1.001
mu[187] 4220 1.000
mu[188] 5653 1.000
mu[189] 4297 1.001
mu[190] 5017 1.000
mu[191] 3772 1.001
mu[192] 4611 1.002
mu[193] 3717 1.000
mu[194] 4743 1.001
mu[195] 4337 1.001
mu[196] 4647 1.001
mu[197] 5065 1.000
mu[198] 4170 1.000
mu[199] 3812 1.000
mu[200] 4097 1.000
mu[201] 5585 1.000
mu[202] 5527 1.000
mu[203] 5279 1.001
mu[204] 4385 1.001
mu[205] 4576 1.000
mu[206] 3839 1.000
mu[207] 5566 1.000
mu[208] 5834 1.000
mu[209] 4052 1.000
mu[210] 4718 1.000
mu[211] 4020 1.000
mu[212] 5454 1.000
mu[213] 4798 1.001
mu[214] 5900 1.000
mu[215] 4261 1.000
mu[216] 4088 1.001
mu[217] 4192 1.000
mu[218] 4630 1.000
mu[219] 5687 1.000
mu[220] 5547 1.000
mu[221] 4490 1.000
mu[222] 4699 1.001
mu[223] 4552 1.000
mu[224] 4203 1.000
mu[225] 3917 1.001
mu[226] 3625 1.000
mu[227] 4943 1.001
mu[228] 4380 1.001
mu[229] 5467 1.000
mu[230] 4875 1.001
mu[231] 5000 1.000
mu[232] 3744 1.000
mu[233] 5386 1.000
mu[234] 5495 1.000
mu[235] 4068 1.000
mu[236] 4850 1.001
mu[237] 4677 1.000
mu[238] 5481 0.999
mu[239] 6103 1.000
mu[240] 4278 1.000
mu[241] 5309 1.000
mu[242] 4040 1.000
mu[243] 4426 1.000
mu[244] 4783 1.000
mu[245] 4376 1.000
mu[246] 4724 1.001
mu[247] 4850 1.001
mu[248] 5725 1.000
mu[249] 4234 1.000
mu[250] 5331 1.001
mu[251] 4864 1.000
mu[252] 4487 1.000
mu[253] 4969 1.000
mu[254] 5752 1.000
mu[255] 5004 1.001
mu[256] 4217 1.000
mu[257] 4118 1.001
mu[258] 4052 1.000
mu[259] 4982 1.001
mu[260] 5199 1.000
mu[261] 5979 1.000
mu[262] 4298 1.001
mu[263] 3875 1.000
mu[264] 5782 1.000
mu[265] 4939 0.999
mu[266] 3904 1.000
mu[267] 5565 1.000
mu[268] 5295 1.000
mu[269] 4061 1.000
mu[270] 3796 1.000
mu[271] 4976 1.000
mu[272] 5133 1.000
mu[273] 5513 1.000
mu[274] 4853 1.001
mu[275] 6150 1.000
mu[276] 3988 1.000
mu[277] 4839 1.001
mu[278] 5626 1.000
mu[279] 4784 1.000
mu[280] 5344 1.000
mu[281] 4768 1.000
mu[282] 5574 1.000
mu[283] 5322 1.000
mu[284] 5320 1.001
mu[285] 5603 0.999
mu[286] 4910 1.000
mu[287] 5205 1.000
mu[288] 5707 1.000
mu[289] 4765 1.000
mu[290] 5323 1.000
mu[291] 5040 1.000
mu[292] 5850 1.000
mu[293] 4413 1.000
mu[294] 5531 0.999
mu[295] 5794 1.000
mu[296] 4796 1.001
mu[297] 3834 1.001
mu[298] 4715 1.000
mu[299] 5502 1.000
mu[300] 4330 1.001
mu[301] 5672 1.000
mu[302] 4655 0.999
mu[303] 5556 1.000
mu[304] 4898 1.000
mu[305] 4911 1.000
mu[306] 4729 1.000
mu[307] 5144 1.000
mu[308] 4667 1.000
mu[309] 5054 1.001
mu[310] 4794 1.000
mu[311] 4321 1.001
mu[312] 5030 1.001
mu[313] 5430 1.000
mu[314] 5516 1.000
mu[315] 4962 1.001
mu[316] 4919 1.000
mu[317] 5028 1.000
mu[318] 5967 1.000
mu[319] 4442 1.000
mu[320] 4504 1.001
mu[321] 4619 1.001
mu[322] 4452 1.000
mu[323] 4873 1.001
mu[324] 4550 1.000
mu[325] 5404 1.000
mu[326] 4341 1.001
mu[327] 4865 1.001
mu[328] 5004 1.000
mu[329] 5635 1.000
mu[330] 5351 0.999
mu[331] 5171 1.001
mu[332] 4116 1.001
mu[333] 3698 1.000
mu[334] 4167 1.000
mu[335] 4740 1.001
mu[336] 5108 1.000
mu[337] 5824 1.000
mu[338] 4079 1.000
mu[339] 5856 1.000
mu[340] 4967 1.000
mu[341] 4383 1.000
mu[342] 5003 1.000
mu[343] 4928 1.000
mu[344] 5093 1.000
mu[345] 4440 1.000
mu[346] 5235 1.000
mu[347] 5133 1.001
mu[348] 4545 1.000
mu[349] 4161 1.000
mu[350] 5448 1.000
mu[351] 4730 1.000
mu[352] 4181 1.001
mu[353] 4712 1.001
mu[354] 4553 1.001
mu[355] 5566 1.000
mu[356] 4748 1.000
mu[357] 3937 1.001
mu[358] 4729 1.001
mu[359] 5579 1.001
mu[360] 4842 1.000
mu[361] 5118 1.001
mu[362] 5507 1.001
mu[363] 5290 1.000
mu[364] 4597 1.000
mu[365] 4850 1.001
mu[366] 4790 1.000
mu[367] 5416 1.001
mu[368] 4761 1.001
mu[369] 5087 1.000
mu[370] 5059 1.001
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log_lik[1270] 4940 1.000
log_lik[1271] 5104 1.000
log_lik[1272] 5411 1.000
log_lik[1273] 5306 1.000
log_lik[1274] 4678 1.000
log_lik[1275] 5342 1.000
log_lik[1276] 5268 1.000
log_lik[1277] 5069 1.000
log_lik[1278] 5649 1.000
log_lik[1279] 4970 1.000
log_lik[1280] 5241 1.001
log_lik[1281] 4350 1.000
log_lik[1282] 4037 1.000
log_lik[1283] 4682 1.000
log_lik[1284] 4730 1.001
log_lik[1285] 5237 1.000
log_lik[1286] 5021 1.000
log_lik[1287] 4942 1.000
log_lik[1288] 4018 1.000
log_lik[1289] 5491 1.001
log_lik[1290] 4895 1.000
log_lik[1291] 4632 1.001
log_lik[1292] 5418 1.000
log_lik[1293] 4467 1.001
log_lik[1294] 4733 1.001
log_lik[1295] 5672 1.000
log_lik[1296] 4630 1.000
log_lik[1297] 5586 1.000
log_lik[1298] 4761 1.001
log_lik[1299] 5539 1.000
log_lik[1300] 4663 1.000
log_lik[1301] 5631 1.000
log_lik[1302] 5133 1.000
log_lik[1303] 5990 1.000
log_lik[1304] 4857 1.000
log_lik[1305] 5770 1.000
log_lik[1306] 4567 1.001
log_lik[1307] 4531 1.000
log_lik[1308] 5078 1.001
log_lik[1309] 4732 1.000
log_lik[1310] 5234 1.000
log_lik[1311] 4641 1.000
log_lik[1312] 4918 1.000
log_lik[1313] 5263 1.000
log_lik[1314] 4118 1.000
log_lik[1315] 5891 1.000
log_lik[1316] 5314 1.000
log_lik[1317] 4838 1.001
log_lik[1318] 5695 1.000
log_lik[1319] 4907 1.000
log_lik[1320] 4621 1.001
log_lik[1321] 5132 1.000
log_lik[1322] 4732 1.000
log_lik[1323] 5868 1.000
log_lik[1324] 5044 1.000
log_lik[1325] 4715 1.000
log_lik[1326] 4968 1.000
log_lik[1327] 6252 1.000
log_lik[1328] 4421 1.001
log_lik[1329] 5705 1.000
log_lik[1330] 5465 1.000
log_lik[1331] 4447 1.000
log_lik[1332] 4760 1.000
log_lik[1333] 4616 1.000
log_lik[1334] 4602 1.000
log_lik[1335] 6864 1.000
log_lik[1336] 4148 1.001
log_lik[1337] 4500 1.001
log_lik[1338] 4590 1.000
log_lik[1339] 5022 1.000
log_lik[1340] 4870 1.000
log_lik[1341] 4694 1.000
log_lik[1342] 4456 1.001
log_lik[1343] 4159 1.000
log_lik[1344] 4898 1.001
log_lik[1345] 4863 1.000
log_lik[1346] 4834 1.000
log_lik[1347] 5414 1.000
log_lik[1348] 6079 1.000
log_lik[1349] 4825 1.000
log_lik[1350] 4736 1.000
log_lik[1351] 5144 1.000
log_lik[1352] 4633 1.000
log_lik[1353] 4976 1.000
log_lik[1354] 5551 1.000
log_lik[1355] 4446 1.000
log_lik[1356] 4663 1.000
log_lik[1357] 5259 1.000
log_lik[1358] 6045 1.000
log_lik[1359] 4836 1.000
log_lik[1360] 4693 1.001
log_lik[1361] 5348 1.000
log_lik[1362] 5396 1.000
log_lik[1363] 5578 1.000
log_lik[1364] 5295 1.000
log_lik[1365] 7071 1.000
log_lik[1366] 4693 1.000
log_lik[1367] 5284 1.001
log_lik[1368] 5407 1.000
log_lik[1369] 4943 1.000
log_lik[1370] 5223 1.001
log_lik[1371] 5138 1.000
log_lik[1372] 5285 1.001
log_lik[1373] 4501 1.000
log_lik[1374] 4779 1.000
log_lik[1375] 5588 1.000
log_lik[1376] 5593 1.000
log_lik[1377] 5427 1.000
log_lik[1378] 5382 1.001
log_lik[1379] 4743 1.000
log_lik[1380] 5372 1.000
log_lik[1381] 5036 1.001
log_lik[1382] 4920 1.000
log_lik[1383] 4511 1.000
log_lik[1384] 4811 1.000
log_lik[1385] 4725 1.001
log_lik[1386] 5628 1.000
log_lik[1387] 5563 1.000
log_lik[1388] 5053 1.000
log_lik[1389] 4539 1.000
log_lik[1390] 4802 1.000
log_lik[1391] 4684 1.000
log_lik[1392] 5060 1.000
log_lik[1393] 4671 1.000
log_lik[1394] 5056 1.001
log_lik[1395] 5239 1.000
log_lik[1396] 4375 1.000
log_lik[1397] 4686 1.001
log_lik[1398] 5040 1.000
log_lik[1399] 4939 1.001
log_lik[1400] 5004 1.000
log_lik[1401] 4626 1.000
log_lik[1402] 4512 1.001
log_lik[1403] 4680 1.000
log_lik[1404] 5457 1.000
log_lik[1405] 4712 1.000
log_lik[1406] 4594 1.001
log_lik[1407] 5802 1.000
log_lik[1408] 4679 1.000
log_lik[1409] 4957 1.000
log_lik[1410] 6332 1.000
log_lik[1411] 4474 1.000
log_lik[1412] 3998 1.000
log_lik[1413] 5978 1.000
log_lik[1414] 3851 1.000
log_lik[1415] 5349 1.001
log_lik[1416] 4795 1.000
log_lik[1417] 4804 0.999
log_lik[1418] 3961 1.000
log_lik[1419] 5162 1.001
log_lik[1420] 3983 1.000
log_lik[1421] 5313 1.000
log_lik[1422] 4324 1.000
log_lik[1423] 4746 1.001
log_lik[1424] 4933 1.000
log_lik[1425] 4563 1.001
log_lik[1426] 4668 1.000
log_lik[1427] 3653 1.001
log_lik[1428] 4108 1.001
log_lik[1429] 4489 1.001
log_lik[1430] 5355 1.000
log_lik[1431] 4631 1.000
log_lik[1432] 4649 1.002
log_lik[1433] 4639 1.001
log_lik[1434] 4907 1.000
log_lik[1435] 4379 1.000
log_lik[1436] 4794 1.001
log_lik[1437] 4782 1.000
log_lik[1438] 3946 1.000
log_lik[1439] 4918 1.000
log_lik[1440] 5557 1.001
log_lik[1441] 4400 1.000
log_lik[1442] 4272 1.000
log_lik[1443] 4726 1.001
log_lik[1444] 4313 1.001
log_lik[1445] 4361 1.001
log_lik[1446] 4826 1.001
log_lik[1447] 4277 1.001
log_lik[1448] 4347 1.000
log_lik[1449] 4830 0.999
log_lik[1450] 5216 1.000
log_lik[1451] 4507 1.001
log_lik[1452] 4626 1.001
log_lik[1453] 4888 1.000
log_lik[1454] 4503 1.001
log_lik[1455] 4367 1.000
log_lik[1456] 4838 1.000
log_lik[1457] 4134 1.000
log_lik[1458] 4767 1.000
log_lik[1459] 4083 1.001
log_lik[1460] 6054 1.000
y_hat 5721 1.000
lp__ 2970 1.000
Samples were drawn using NUTS(diag_e) at Sat Aug 31 18:09:33 2019.
For each parameter, n_eff is a crude measure of effective sample size,
and Rhat is the potential scale reduction factor on split chains (at
convergence, Rhat=1).check_treedepth(sf1)0 of 6000 iterations saturated the maximum tree depth of 10.check_energy(sf1)E-BFMI indicated no pathological behavior.check_divergences(sf1)0 of 6000 iterations ended with a divergence.rhats1 <- rhat(sf1)
mcmc_rhat_data(rhat = rhats1)# A tibble: 4,391 x 5
diagnostic parameter value rating description
<chr> <fct> <dbl> <fct> <chr>
1 rhat y_rep[1423] 0.999 low hat(R) <= 1.05
2 rhat y_rep[1332] 0.999 low hat(R) <= 1.05
3 rhat y_rep[667] 0.999 low hat(R) <= 1.05
4 rhat y_rep[531] 0.999 low hat(R) <= 1.05
5 rhat log_lik[99] 0.999 low hat(R) <= 1.05
6 rhat mu[659] 0.999 low hat(R) <= 1.05
7 rhat log_lik[663] 0.999 low hat(R) <= 1.05
8 rhat y_rep[1078] 0.999 low hat(R) <= 1.05
9 rhat mu[878] 0.999 low hat(R) <= 1.05
10 rhat y_rep[358] 0.999 low hat(R) <= 1.05
# … with 4,381 more rowsneff_ratios1 <- neff_ratio(sf1)
mcmc_neff_data(neff_ratios1)# A tibble: 4,391 x 5
diagnostic parameter value rating description
<chr> <fct> <dbl> <fct> <chr>
1 neff_ratio lp__ 0.495 ok N[eff]/N <= 0.5
2 neff_ratio beta[3] 0.590 high N[eff]/N > 0.5
3 neff_ratio mu[1155] 0.595 high N[eff]/N > 0.5
4 neff_ratio mu[226] 0.604 high N[eff]/N > 0.5
5 neff_ratio log_lik[226] 0.605 high N[eff]/N > 0.5
6 neff_ratio mu[842] 0.608 high N[eff]/N > 0.5
7 neff_ratio log_lik[1427] 0.609 high N[eff]/N > 0.5
8 neff_ratio log_lik[333] 0.611 high N[eff]/N > 0.5
9 neff_ratio mu[617] 0.613 high N[eff]/N > 0.5
10 neff_ratio log_lik[617] 0.616 high N[eff]/N > 0.5
# … with 4,381 more rowsTrace
stan_trace(sf1, pars=params1)
Parameters
mcmc_hist(as.array(sf1), pars = params1)`stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
mcmc_dens_overlay(as.array(sf1), pars = params1)
alpha
mcmc_areas(as.array(sf1),
prob = 0.67, prob_outer = 0.9,
point_est = 'mean',
pars = c("alpha"))
beta
mcmc_areas(as.array(sf1),
prob = 0.67, prob_outer = 0.9,
point_est = 'mean',
pars = beta_params1)
mcmc_areas(as.array(sf1),
prob = 0.67, prob_outer = 0.9,
point_est = 'mean',
pars = beta_mu_params1)
sigma
mcmc_areas(as.array(sf1),
prob = 0.67, prob_outer = 0.9,
point_est = 'mean',
pars = c("sigma"))
nu
mcmc_areas(as.array(sf1),
prob = 0.67, prob_outer = 0.9,
point_est = 'mean',
pars = c("nu"))
Extract
theta1 <- rstan::extract(sf1)
y_rep1 <- theta1$y_rep
y_hat1 <- theta1$y_hatPosterior Predictive Plots
Min
ppc_stat(y_obs$y, y_rep1, stat='min', binwidth = 0.05) + coord_cartesian(xlim = c(3, 8))
Max
ppc_stat(y_obs$y, y_rep1, stat='max', binwidth = 0.05) + coord_cartesian(xlim = c(20, 25))
Mean
ppc_stat(y_obs$y, y_rep1, stat='mean', binwidth = 0.005)
Median
ppc_stat(y_obs$y, y_rep1, stat='median', binwidth = 0.005)
Scatter
ppc_scatter_avg(y_obs$y, y_rep1)
Density of random sample from posterior
ids <- sample(nrow(y_rep1), size = 200)
ppc_dens_overlay(y_obs$y, y_rep1[ids, ]) + coord_cartesian(xlim = c(5, 25))Coordinate system already present. Adding new coordinate system, which will replace the existing one.
HPDs
hpd67_1 <- HPDinterval(as.mcmc(y_rep1), prob = 0.67)
print("Mean 67% HPD width:")[1] "Mean 67% HPD width:"mean(hpd67_1[, 'upper']) - mean(hpd67_1[, 'lower'])[1] 0.2753078hpd80_1 <- HPDinterval(as.mcmc(y_rep1), prob = 0.8)
print("Mean 80% HPD width:")[1] "Mean 80% HPD width:"mean(hpd80_1[, 'upper']) - mean(hpd80_1[, 'lower'])[1] 0.3923139hpd90_1 <- HPDinterval(as.mcmc(y_rep1), prob = 0.9)
print("Mean 90% HPD width:")[1] "Mean 90% HPD width:"mean(hpd90_1[, 'upper']) - mean(hpd90_1[, 'lower'])[1] 0.5724953ShinyStan
#launch_shinystan(sf1)